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DOI
Pmid
Year
First_Author
Citations
Title
Citations_per_Year
1
32831534
2020
Maxwell J D Ramstead
128
A tale of two densities: active inference is enactive inference.
128
2
30007575
2018
Philipp Sterzer
328
The Predictive Coding Account of Psychosis.
109.33
3
31221820
2019
R L Carhart-Harris
217
REBUS and the Anarchic Brain: Toward a Unified Model of the Brain Action of Psychedelics.
108.5
4
31865883
2019
Thomas Parr
104
Markov blankets, information geometry and stochastic thermodynamics.
104
5
33253028
2020
Casper Hesp
97
Deeply Felt Affect: The Emergence of Valence in Deep Active Inference.
97
6
29887647
2018
Micah Allen
287
From cognitivism to autopoiesis: towards a computational framework for the embodied mind.
95.67
7
29343629
2018
Michael Kirchhoff
267
The Markov blankets of life: autonomy, active inference and the free energy principle.
89
8
30996493
2018
Jelle Bruineberg
265
The anticipating brain is not a scientist: the free-energy principle from an ecological-enactive perspective.
88.33
9
33627890
2021
Maxwell J D Ramstead
83
Multiscale integration: beyond internalism and externalism.
83
10
23825119
2013
Karl J Friston
581
Life as we know it.
72.63
11
26365173
2015
Giovanni Pezzulo
434
Active Inference, homeostatic regulation and adaptive behavioural control.
72.33
12
29475638
2018
Giovanni Pezzulo
212
Hierarchical Active Inference: A Theory of Motivated Control.
70.67
13
23750138
2013
Rick A Adams
563
The computational anatomy of psychosis.
70.38
14
23129312
2013
Rick A Adams
561
Predictions not commands: active inference in the motor system.
70.13
15
33343039
2020
Lancelot Da Costa
68
Active inference on discrete state-spaces: A synthesis.
68
16
28416414
2017
Karl J Friston
203
Deep temporal models and active inference.
67.67
17
29747865
2018
Karl J Friston
203
Deep temporal models and active inference.
67.67
18
29887648
2018
Shaun Gallagher
175
Active inference, enactivism and the hermeneutics of social cognition.
58.33
19
30704846
2019
Paul B Badcock
115
The hierarchically mechanistic mind: A free-energy formulation of the human psyche.
57.5
20
25161615
2014
Jelle Bruineberg
398
Self-organization, free energy minimization, and optimal grip on a field of affordances.
56.86
21
29417960
2017
Karl J Friston
227
The graphical brain: Belief propagation and active inference.
56.75
22
32324758
2020
Alexander Tschantz
56
Learning action-oriented models through active inference.
56
23
27507953
2016
Maxwell J D Ramstead
266
Cultural Affordances: Scaffolding Local Worlds Through Shared Intentionality and Regimes of Attention.
53.2
24
22654776
2012
Karl J Friston
461
Perceptions as hypotheses: saccades as experiments.
51.22
25
27895566
2016
Klaas E Stephan
251
Allostatic Self-efficacy: A Metacognitive Theory of Dyshomeostasis-Induced Fatigue and Depression.
50.2
26
31562544
2019
Thomas Parr
100
Generalised free energy and active inference.
50
27
33488462
2021
Axel Constant
48
Representation Wars: Enacting an Armistice Through Active Inference.
48
28
30655223
2019
Maxwell J D Ramstead
94
Variational ecology and the physics of sentient systems.
47
29
29643221
2018
Axel Constant
141
A variational approach to niche construction.
47
30
25563935
2015
Karl J Friston
278
A Duet for one.
46.33
31
23744445
2013
Harriet R Brown
337
Active inference, sensory attenuation and illusions.
42.13
32
29572721
2018
Raphael Kaplan
124
Planning and navigation as active inference.
41.33
33
29116142
2017
Thomas Parr
165
Working memory, attention, and salience in active inference.
41.25
34
25277283
2014
E Quattrocki
281
Autism, oxytocin and interoception.
40.14
35
31074743
2019
Philipp Schwartenbeck
80
Computational mechanisms of curiosity and goal-directed exploration.
40
36
24093015
2013
Karl J Friston
310
The anatomy of choice: active inference and agency.
38.75
37
29478431
2018
James E Clark
116
What is mood? A computational perspective.
38.67
38
30761057
2019
Mark Solms
77
The Hard Problem of Consciousness and the Free Energy Principle.
38.5
39
24446823
2014
Anil K Seth
267
A predictive processing theory of sensorimotor contingencies: Explaining the puzzle of perceptual presence and its absence in synesthesia.
38.14
40
31756340
2020
Ensor Rafael Palacios
38
On Markov blankets and hierarchical self-organisation.
38
41
31920873
2019
Ryan Smith
73
Simulating Emotions: An Active Inference Model of Emotional State Inference and Emotion Concept Learning.
36.5
42
19641614
2009
Karl J Friston
436
Reinforcement learning or active inference?
36.33
43
29167370
2017
Thomas Parr
145
Uncertainty, epistemics and active inference.
36.25
44
25267823
2014
Karl J Friston
250
The anatomy of choice: dopamine and decision-making.
35.71
45
30483088
2018
Thomas Parr
107
The Anatomy of Inference: Generative Models and Brain Structure.
35.67
46
25957007
2015
Karl J Friston
212
Active inference, communication and hermeneutics.
35.33
47
25788538
2015
Karl J Friston
207
Knowing one's place: a free-energy approach to pattern regulation.
34.5
48
22241972
2012
Karl J Friston
301
Dopamine, affordance and active inference.
33.44
49
29527157
2018
Thomas Parr
93
Computational Neuropsychology and Bayesian Inference.
31
50
33286659
2020
Maxwell J D Ramstead
31
Is the Free-Energy Principle a Formal Theory of Semantics? From Variational Density Dynamics to Neural and Phenotypic Representations.
31
51
25642175
2015
Jean Decety
185
Why empathy has a beneficial impact on others in medicine: unifying theories.
30.83
52
27378899
2016
M Berk Mirza
146
Scene Construction, Visual Foraging, and Active Inference.
29.2
53
30012517
2018
Jelle Bruineberg
87
Free-energy minimization in joint agent-environment systems: A niche construction perspective.
29
54
31298270
2020
Thomas Parr
29
Prefrontal Computation as Active Inference.
29
55
24109469
2013
Philipp Schwartenbeck
231
Exploration, novelty, surprise, and free energy minimization.
28.88
56
26275633
2017
Sasha Ondobaka
115
The role of interoceptive inference in theory of mind.
28.75
57
24062658
2013
Jakub Limanowski
224
Minimal self-models and the free energy principle.
28
58
31040386
2019
Ensor Rafael Palacios
55
The emergence of synchrony in networks of mutually inferring neurons.
27.5
59
31258246
2018
Daniel Williams
82
Predictive Processing and the Representation Wars.
27.33
60
31115833
2019
Paul B Badcock
54
The hierarchically mechanistic mind: an evolutionary systems theory of the human brain, cognition, and behavior.
27
61
23785269
2013
Mateus Joffily
214
Emotional valence and the free-energy principle.
26.75
62
20631840
2010
Sepideh Sadaghiani
258
The relation of ongoing brain activity, evoked neural responses, and cognition.
23.45
63
30608922
2019
Anna C Sales
46
Locus Coeruleus tracking of prediction errors optimises cognitive flexibility: An Active Inference model.
23
64
25056572
2015
Philipp Schwartenbeck
134
The Dopaminergic Midbrain Encodes the Expected Certainty about Desired Outcomes.
22.33
65
29780343
2018
Jakub Limanowski
66
'Seeing the Dark': Grounding Phenomenal Transparency and Opacity in Precision Estimation for Active Inference.
22
66
24583455
2014
Michael Moutoussis
144
Bayesian inferences about the self (and others): a review.
20.57
67
29867642
2018
Shaun Gallagher
59
Dynamical Relations in the Self-Pattern.
19.67
68
33500908
2018
Adam Linson
59
The Active Inference Approach to Ecological Perception: General Information Dynamics for Natural and Artificial Embodied Cognition.
19.67
69
21960978
2011
Harriet R Brown
195
Active inference, attention, and motor preparation.
19.5
70
28637913
2017
Paco Calvo
77
Predicting green: really radical (plant) predictive processing.
19.25
71
32732017
2021
Karl J Friston
19
Active listening.
19
72
29304087
2018
M Berk Mirza
56
Human visual exploration reduces uncertainty about the sensed world.
18.67
73
30618988
2018
Kenneth Williford
56
The Projective Consciousness Model and Phenomenal Selfhood.
18.67
74
34441216
2021
Karl J Friston
18
Some Interesting Observations on the Free Energy Principle.
18
75
32676200
2020
Wanja Wiese
17
The science of consciousness does not need another theory, it needs a minimal unifying model.
17
76
23436989
2013
Falk Lieder
134
Modelling trial-by-trial changes in the mismatch negativity.
16.75
77
32385232
2020
Christopher W Lynn
16
Abstract representations of events arise from mental errors in learning and memory.
16
78
28226255
2017
Francesco Donnarumma
64
Action perception as hypothesis testing.
16
79
31528360
2019
Thomas Parr
31
Perceptual awareness and active inference.
15.5
80
32687883
2020
Karl J Friston
15
Generative models, linguistic communication and active inference.
15
81
33266972
2019
Manuel Baltieri
30
PID Control as a Process of Active Inference with Linear Generative Models.
15
82
29190328
2018
Thomas Parr
45
The Computational Anatomy of Visual Neglect.
15
83
34866668
2021
Ines Hipolito
15
Embodied skillful performance: where the action is.
15
84
25018724
2014
Thomas H B FitzGerald
101
Model averaging, optimal inference, and habit formation.
14.43
85
32132646
2020
Jakub Limanowski
14
Active inference under visuo-proprioceptive conflict: Simulation and empirical results.
14
86
33119490
2021
Ryan Smith
14
Greater decision uncertainty characterizes a transdiagnostic patient sample during approach-avoidance conflict: a computational modelling approach.
14
87
32508611
2020
Ryan Smith
14
An Active Inference Approach to Modeling Structure Learning: Concept Learning as an Example Case.
14
88
33250804
2020
George Deane
14
Losing Ourselves: Active Inference, Depersonalization, and Meditation.
14
89
32633715
2020
Rafal Bogacz
14
Dopamine role in learning and action inference.
14
90
20369004
2010
Guido Hesselmann
152
Predictive coding or evidence accumulation? False inference and neuronal fluctuations.
13.82
91
32390817
2020
Daphne Demekas
13
An Investigation of the Free Energy Principle for Emotion Recognition.
13
92
30890965
2019
Charlotte L Rae
25
A Bayesian Account of the Sensory-Motor Interactions Underlying Symptoms of Tourette Syndrome.
12.5
93
30294264
2018
Thomas Parr
36
Precision and False Perceptual Inference.
12
94
33286336
2020
Takazumi Matsumoto
12
Goal-Directed Planning for Habituated Agents by Active Inference Using a Variational Recurrent Neural Network.
12
95
33704439
2021
Thomas Parr
12
The computational neurology of movement under active inference.
12
96
27445895
2016
Martin V Butz
59
Toward a Unified Sub-symbolic Computational Theory of Cognition.
11.8
97
31558746
2019
M Berk Mirza
22
Introducing a Bayesian model of selective attention based on active inference.
11
98
34202965
2021
Adam Safron
11
The Radically Embodied Conscious Cybernetic Bayesian Brain: From Free Energy to Free Will and Back Again.
11
99
33501036
2019
Thijs W van de Laar
22
Simulating Active Inference Processes by Message Passing.
11
100
26581305
2015
Thomas H B FitzGerald
63
Dopamine, reward learning, and active inference.
10.5
101
32488244
2020
Noor Sajid
10
Degeneracy and Redundancy in Active Inference.
10
102
30627670
2018
David Benrimoh
30
Active Inference and Auditory Hallucinations.
10
103
33270644
2020
Sebastian Gottwald
10
The two kinds of free energy and the Bayesian revolution.
10
104
23110076
2012
Rick A Adams
85
Smooth pursuit and visual occlusion: active inference and oculomotor control in schizophrenia.
9.44
105
29407941
2018
Thomas Parr
28
Active inference and the anatomy of oculomotion.
9.33
106
27683002
2016
Leo Pio-Lopez
46
Active inference and robot control: a case study.
9.2
107
33612868
2021
Majid D Beni
9
A critical analysis of Markovian monism.
9
108
30862291
2019
Hayley A Young
18
Interoceptive accuracy moderates the response to a glucose load: a test of the predictive coding framework.
9
109
33708164
2021
Stefanella Costa-Cordella
9
Social Support and Cognition: A Systematic Review.
9
110
30446766
2018
Takuya Isomura
26
In vitro neural networks minimise variational free energy.
8.67
111
31564212
2019
Adam Linson
17
Reframing PTSD for computational psychiatry with the active inference framework.
8.5
112
22013413
2011
Stefan J Kiebel
85
Free energy and dendritic self-organization.
8.5
113
33061902
2020
Shannon Proksch
8
Motor and Predictive Processes in Auditory Beat and Rhythm Perception.
8
114
32818063
2020
Julian Kiverstein
8
How mood tunes prediction: a neurophenomenological account of mood and its disturbance in major depression.
8
115
33733195
2020
Conor Heins
8
Deep Active Inference and Scene Construction.
8
116
29331218
2018
Roberto Limongi
22
Knowing when to stop: Aberrant precision and evidence accumulation in schizophrenia.
7.33
117
33271162
2021
Maxwell J D Ramstead
7
Neural and phenotypic representation under the free-energy principle.
7
118
32083297
2020
Rick A Adams
7
Variability in Action Selection Relates to Striatal Dopamine 2/3 Receptor Availability in Humans: A PET Neuroimaging Study Using Reinforcement Learning and Active Inference Models.
7
119
31555159
2019
Filippo Cieri
14
Psychoanalysis and Neuroscience: The Bridge Between Mind and Brain.
7
120
33673663
2021
Martin Biehl
7
A Technical Critique of Some Parts of the Free Energy Principle.
7
121
31249516
2019
Paul Dennison
14
The Human Default Consciousness and Its Disruption: Insights From an EEG Study of Buddhist Jhāna Meditation.
7
122
31430277
2019
David Benrimoh
14
Hallucinations both in and out of context: An active inference account.
7
123
33921298
2021
Lancelot Da Costa
7
Neural Dynamics under Active Inference: Plausibility and Efficiency of Information Processing.
7
124
30214404
2018
Martin Biehl
20
Expanding the Active Inference Landscape: More Intrinsic Motivations in the Perception-Action Loop.
6.67
125
27303283
2016
Arturo Tozzi
33
New Perspectives on Spontaneous Brain Activity: Dynamic Networks and Energy Matter.
6.6
126
27826271
2016
Tanja Hechler
33
Why Harmless Sensations Might Hurt in Individuals with Chronic Pain: About Heightened Prediction and Perception of Pain in the Mind.
6.6
127
25128318
2014
Laurent Perrinet
46
Active inference, eye movements and oculomotor delays.
6.57
128
31735816
2019
Johannes Lohmann
13
Hands Ahead in Mind and Motion: Active Inference in Peripersonal Hand Space.
6.5
129
26921713
2016
Rick A Adams
31
Dynamic causal modelling of eye movements during pursuit: Confirming precision-encoding in V1 using MEG.
6.2
130
32055104
2019
D Maisto
12
Caching mechanisms for habit formation in Active Inference.
6
131
33304260
2020
Ozan Catal
6
Learning Generative State Space Models for Active Inference.
6
132
33363481
2020
S Shaun Ho
6
Potential Neural Mediators of Mom Power Parenting Intervention Effects on Maternal Intersubjectivity and Stress Resilience.
6
133
33562847
2021
Stephen Fox
6
Active Inference: Applicability to Different Types of Social Organization Explained through Reference to Industrial Engineering and Quality Management.
6
134
33372237
2021
Dimitrije Marković
6
Meta-control of the exploration-exploitation dilemma emerges from probabilistic inference over a hierarchy of time scales.
6
135
31636594
2019
D Eric Chamberlin
11
The Predictive Processing Model of EMDR.
5.5
136
25583383
2015
Rick A Adams
31
Active inference and oculomotor pursuit: the dynamic causal modelling of eye movements.
5.17
137
33629102
2021
Tanaz Molapour
5
Seven computations of the social brain.
5
138
34675792
2021
Axel Constant
5
The Acquisition of Culturally Patterned Attention Styles Under Active Inference.
5
139
24348359
2013
Harriet R Brown
40
The functional anatomy of attention: a DCM study.
5
140
34354621
2021
Mahault Albarracin
5
A Variational Approach to Scripts.
5
141
33733186
2020
Anthony G Chen
5
A Bayesian Account of Generalist and Specialist Formation Under the Active Inference Framework.
5
142
33286308
2020
Thomas Parr
5
Inferring What to Do (And What Not to).
5
143
29093675
2017
Bert de Vries
20
A Factor Graph Description of Deep Temporal Active Inference.
5
144
30687519
2019
Madis Vasser
10
Waving goodbye to contrast: self-generated hand movements attenuate visual sensitivity.
5
145
30982126
2019
Thomas Parr
10
The computational pharmacology of oculomotion.
5
146
25750630
2015
Adam M Chekroud
28
Unifying treatments for depression: an application of the Free Energy Principle.
4.67
147
31413788
2019
Chris Fields
8
Somatic multicellularity as a satisficing solution to the prediction-error minimization problem.
4
148
29038652
2017
Patrick Connolly
16
Hierarchical Recursive Organization and the Free Energy Principle: From Biological Self-Organization to the Psychoanalytic Mind.
4
149
30072943
2018
Patrick Connolly
12
Expected Free Energy Formalizes Conflict Underlying Defense in Freudian Psychoanalysis.
4
150
33240146
2020
Morten Henriksen
4
Variational Free Energy and Economics Optimizing With Biases and Bounded Rationality.
4
151
34682030
2021
Ajith Anil Meera
4
Dynamic Expectation Maximization Algorithm for Estimation of Linear Systems with Colored Noise.
4
152
30381799
2018
Aaron Prosser
11
A Bayesian Account of Psychopathy: A Model of Lacks Remorse and Self-Aggrandizing.
3.67
153
26217215
2015
Fabian Schrodt
20
Embodied learning of a generative neural model for biological motion perception and inference.
3.33
154
30429814
2018
Charles C-H Hong
10
Rapid Eye Movements in Sleep Furnish a Unique Probe Into Consciousness.
3.33
155
31727928
2019
Pilwon Hur
6
Free Energy Principle in Human Postural Control System: Skin Stretch Feedback Reduces the Entropy.
3
156
33376985
2020
Noor Sajid
3
Paradoxical lesions, plasticity and active inference.
3
157
31039693
2019
Alireza Khatoon Abadi
6
Excitatory versus inhibitory feedback in Bayesian formulations of scene construction.
3
158
29621266
2018
David Cittern
9
Intrinsic and extrinsic motivators of attachment under active inference.
3
159
33505336
2021
S Shaun Ho
3
Compassion As an Intervention to Attune to Universal Suffering of Self and Others in Conflicts: A Translational Framework.
3
160
33584461
2021
Elmarie Venter
3
Toward an Embodied, Embedded Predictive Processing Account.
3
161
33096824
2020
Noor Sajid
3
Neuromodulatory Control and Language Recovery in Bilingual Aphasia: An Active Inference Approach.
3
162
33039973
2020
Martin J Dietz
3
Aberrant effective connectivity is associated with positive symptoms in first-episode schizophrenia.
3
163
33948044
2021
Anjali Bhat
3
Immunoceptive inference: why are psychiatric disorders and immune responses intertwined?
3
164
34106918
2021
Jonathan Cannon
3
Expectancy-based rhythmic entrainment as continuous Bayesian inference.
3
165
34210008
2021
Rafael Kaufmann
3
An Active Inference Model of Collective Intelligence.
3
166
30618705
2018
Emmanuel Daucé
8
Active Fovea-Based Vision Through Computationally-Effective Model-Based Prediction.
2.67
167
28282439
2017
Alexandre Pitti
10
Iterative free-energy optimization for recurrent neural networks (INFERNO).
2.5
168
33265602
2018
Takuya Isomura
7
A Measure of Information Available for Inference.
2.33
169
28702345
2017
Amir Omidvarnia
9
Hierarchical disruption in the Bayesian brain: Focal epilepsy and brain networks.
2.25
170
30042835
2017
Kristjan-Julius Laak
9
Attention is withdrawn from the area of the visual field where the own hand is currently moving.
2.25
171
30090873
2017
James R Riehl
9
High-energy brain dynamics during anesthesia-induced unconsciousness.
2.25
172
34345441
2021
Chris Fields
2
Minimal physicalism as a scale-free substrate for cognition and consciousness.
2
173
34457352
2021
Lars Sandved-Smith
2
Towards a computational phenomenology of mental action: modelling meta-awareness and attentional control with deep parametric active inference.
2
174
32433704
2020
Jack Brookes
2
Exploring disturbance as a force for good in motor learning.
2
175
33828471
2021
Filippo Cieri
2
Brain Entropy During Aging Through a Free Energy Principle Approach.
2
176
30568581
2018
Peter Bossaerts
6
Formalizing the Function of Anterior Insula in Rapid Adaptation.
2
177
33807679
2021
Marta Gandolla
2
Brain Plasticity Mechanisms Underlying Motor Control Reorganization: Pilot Longitudinal Study on Post-Stroke Subjects.
2
178
34113717
2021
Axel Constant
2
Why Depressed Mood is Adaptive: A Numerical Proof of Principle for an Evolutionary Systems Theory of Depression.
2
179
33335499
2020
Hendry F Chame
2
A Hybrid Human-Neurorobotics Approach to Primary Intersubjectivity via Active Inference.
2
180
33746730
2021
Toon Van de Maele
2
Active Vision for Robot Manipulators Using the Free Energy Principle.
2
181
33810573
2021
Stephen Fox
2
Multiscale Free Energy Analysis of Human Ecosystem Engineering.
2
182
34199648
2021
Hermann Haken
2
Information and Self-Organization II: Steady State and Phase Transition.
2
183
34650816
2021
Wiktor Rorot
2
Bayesian theories of consciousness: a review in search for a minimal unifying model.
2
184
34819563
2021
Pablo Lanillos
2
Active strategies for multisensory conflict suppression in the virtual hand illusion.
2
185
26379583
2015
Diana Omigie
11
Music and literature: are there shared empathy and predictive mechanisms underlying their affective impact?
1.83
186
33471182
2021
Chang Sub Kim
1
Bayesian mechanics of perceptual inference and motor control in the brain.
1
187
34484808
2021
George Deane
1
Consciousness in active inference: Deep self-models, other minds, and the challenge of psychedelic-induced ego-dissolution.
1
188
34267621
2021
Asena Boyadzhieva
1
Keeping the Breath in Mind: Respiration, Neural Oscillations, and the Free Energy Principle.
1
189
33362668
2020
Majid D Beni
1
An Algorithmic Metaphysics of Self-Patterns.
1
190
34068913
2021
Thomas Parr
1
Message Passing and Metabolism.
1
191
34573780
2021
Stephen Fox
1
Future-Proofing Startups: Stress Management Principles Based on Adaptive Calibration Model and Active Inference Theory.
1
192
34828219
2021
Stephen Fox
1
Accessing Active Inference Theory through Its Implicit and Deliberative Practice in Human Organizations.
1
193
34652601
2021
Hugo Bottemanne
1
An active inference account of protective behaviours during the COVID-19 pandemic.
1
194
33266666
2018
Marcin Miłkowski
3
Morphological Computation: Nothing but Physical Computation.
1
195
34202804
2021
Stephen Fox
1
Psychomotor Predictive Processing.
1
196
32269536
2020
Jared Vasil
1
A World Unto Itself: Human Communication as Active Inference.
0.5
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Citations per Year Heatmap
DOI
Pmid
Year
Citations_per_Year
First_Author
Title
Citations
1
23825119
2013
72.63
Karl J Friston
Life as we know it.
581
2
23750138
2013
70.38
Rick A Adams
The computational anatomy of psychosis.
563
3
23129312
2013
70.13
Rick A Adams
Predictions not commands: active inference in the motor system.
561
4
22654776
2012
51.22
Karl J Friston
Perceptions as hypotheses: saccades as experiments.
461
5
19641614
2009
36.33
Karl J Friston
Reinforcement learning or active inference?
436
6
26365173
2015
72.33
Giovanni Pezzulo
Active Inference, homeostatic regulation and adaptive behavioural control.
434
7
25161615
2014
56.86
Jelle Bruineberg
Self-organization, free energy minimization, and optimal grip on a field of affordances.
398
8
23744445
2013
42.13
Harriet R Brown
Active inference, sensory attenuation and illusions.
337
9
30007575
2018
109.33
Philipp Sterzer
The Predictive Coding Account of Psychosis.
328
10
24093015
2013
38.75
Karl J Friston
The anatomy of choice: active inference and agency.
310
11
22241972
2012
33.44
Karl J Friston
Dopamine, affordance and active inference.
301
12
29887647
2018
95.67
Micah Allen
From cognitivism to autopoiesis: towards a computational framework for the embodied mind.
287
13
25277283
2014
40.14
E Quattrocki
Autism, oxytocin and interoception.
281
14
25563935
2015
46.33
Karl J Friston
A Duet for one.
278
15
29343629
2018
89
Michael Kirchhoff
The Markov blankets of life: autonomy, active inference and the free energy principle.
267
16
24446823
2014
38.14
Anil K Seth
A predictive processing theory of sensorimotor contingencies: Explaining the puzzle of perceptual presence and its absence in synesthesia.
267
17
27507953
2016
53.2
Maxwell J D Ramstead
Cultural Affordances: Scaffolding Local Worlds Through Shared Intentionality and Regimes of Attention.
266
18
30996493
2018
88.33
Jelle Bruineberg
The anticipating brain is not a scientist: the free-energy principle from an ecological-enactive perspective.
265
19
20631840
2010
23.45
Sepideh Sadaghiani
The relation of ongoing brain activity, evoked neural responses, and cognition.
258
20
27895566
2016
50.2
Klaas E Stephan
Allostatic Self-efficacy: A Metacognitive Theory of Dyshomeostasis-Induced Fatigue and Depression.
251
21
25267823
2014
35.71
Karl J Friston
The anatomy of choice: dopamine and decision-making.
250
22
24109469
2013
28.88
Philipp Schwartenbeck
Exploration, novelty, surprise, and free energy minimization.
231
23
29417960
2017
56.75
Karl J Friston
The graphical brain: Belief propagation and active inference.
227
24
24062658
2013
28
Jakub Limanowski
Minimal self-models and the free energy principle.
224
25
31221820
2019
108.5
R L Carhart-Harris
REBUS and the Anarchic Brain: Toward a Unified Model of the Brain Action of Psychedelics.
217
26
23785269
2013
26.75
Mateus Joffily
Emotional valence and the free-energy principle.
214
27
29475638
2018
70.67
Giovanni Pezzulo
Hierarchical Active Inference: A Theory of Motivated Control.
212
28
25957007
2015
35.33
Karl J Friston
Active inference, communication and hermeneutics.
212
29
25788538
2015
34.5
Karl J Friston
Knowing one's place: a free-energy approach to pattern regulation.
207
30
28416414
2017
67.67
Karl J Friston
Deep temporal models and active inference.
203
31
29747865
2018
67.67
Karl J Friston
Deep temporal models and active inference.
203
32
21960978
2011
19.5
Harriet R Brown
Active inference, attention, and motor preparation.
195
33
25642175
2015
30.83
Jean Decety
Why empathy has a beneficial impact on others in medicine: unifying theories.
185
34
29887648
2018
58.33
Shaun Gallagher
Active inference, enactivism and the hermeneutics of social cognition.
175
35
29116142
2017
41.25
Thomas Parr
Working memory, attention, and salience in active inference.
165
36
20369004
2010
13.82
Guido Hesselmann
Predictive coding or evidence accumulation? False inference and neuronal fluctuations.
152
37
27378899
2016
29.2
M Berk Mirza
Scene Construction, Visual Foraging, and Active Inference.
146
38
29167370
2017
36.25
Thomas Parr
Uncertainty, epistemics and active inference.
145
39
24583455
2014
20.57
Michael Moutoussis
Bayesian inferences about the self (and others): a review.
144
40
29643221
2018
47
Axel Constant
A variational approach to niche construction.
141
41
25056572
2015
22.33
Philipp Schwartenbeck
The Dopaminergic Midbrain Encodes the Expected Certainty about Desired Outcomes.
134
42
23436989
2013
16.75
Falk Lieder
Modelling trial-by-trial changes in the mismatch negativity.
134
43
32831534
2020
128
Maxwell J D Ramstead
A tale of two densities: active inference is enactive inference.
128
44
29572721
2018
41.33
Raphael Kaplan
Planning and navigation as active inference.
124
45
29478431
2018
38.67
James E Clark
What is mood? A computational perspective.
116
46
26275633
2017
28.75
Sasha Ondobaka
The role of interoceptive inference in theory of mind.
115
47
30704846
2019
57.5
Paul B Badcock
The hierarchically mechanistic mind: A free-energy formulation of the human psyche.
115
48
30483088
2018
35.67
Thomas Parr
The Anatomy of Inference: Generative Models and Brain Structure.
107
49
31865883
2019
104
Thomas Parr
Markov blankets, information geometry and stochastic thermodynamics.
104
50
25018724
2014
14.43
Thomas H B FitzGerald
Model averaging, optimal inference, and habit formation.
101
51
31562544
2019
50
Thomas Parr
Generalised free energy and active inference.
100
52
33253028
2020
97
Casper Hesp
Deeply Felt Affect: The Emergence of Valence in Deep Active Inference.
97
53
30655223
2019
47
Maxwell J D Ramstead
Variational ecology and the physics of sentient systems.
94
54
29527157
2018
31
Thomas Parr
Computational Neuropsychology and Bayesian Inference.
93
55
30012517
2018
29
Jelle Bruineberg
Free-energy minimization in joint agent-environment systems: A niche construction perspective.
87
56
23110076
2012
9.44
Rick A Adams
Smooth pursuit and visual occlusion: active inference and oculomotor control in schizophrenia.
85
57
22013413
2011
8.5
Stefan J Kiebel
Free energy and dendritic self-organization.
85
58
33627890
2021
83
Maxwell J D Ramstead
Multiscale integration: beyond internalism and externalism.
83
59
31258246
2018
27.33
Daniel Williams
Predictive Processing and the Representation Wars.
82
60
31074743
2019
40
Philipp Schwartenbeck
Computational mechanisms of curiosity and goal-directed exploration.
80
61
28637913
2017
19.25
Paco Calvo
Predicting green: really radical (plant) predictive processing.
77
62
30761057
2019
38.5
Mark Solms
The Hard Problem of Consciousness and the Free Energy Principle.
77
63
31920873
2019
36.5
Ryan Smith
Simulating Emotions: An Active Inference Model of Emotional State Inference and Emotion Concept Learning.
73
64
33343039
2020
68
Lancelot Da Costa
Active inference on discrete state-spaces: A synthesis.
68
65
29780343
2018
22
Jakub Limanowski
'Seeing the Dark': Grounding Phenomenal Transparency and Opacity in Precision Estimation for Active Inference.
66
66
28226255
2017
16
Francesco Donnarumma
Action perception as hypothesis testing.
64
67
26581305
2015
10.5
Thomas H B FitzGerald
Dopamine, reward learning, and active inference.
63
68
27445895
2016
11.8
Martin V Butz
Toward a Unified Sub-symbolic Computational Theory of Cognition.
59
69
29867642
2018
19.67
Shaun Gallagher
Dynamical Relations in the Self-Pattern.
59
70
33500908
2018
19.67
Adam Linson
The Active Inference Approach to Ecological Perception: General Information Dynamics for Natural and Artificial Embodied Cognition.
59
71
32324758
2020
56
Alexander Tschantz
Learning action-oriented models through active inference.
56
72
29304087
2018
18.67
M Berk Mirza
Human visual exploration reduces uncertainty about the sensed world.
56
73
30618988
2018
18.67
Kenneth Williford
The Projective Consciousness Model and Phenomenal Selfhood.
56
74
31040386
2019
27.5
Ensor Rafael Palacios
The emergence of synchrony in networks of mutually inferring neurons.
55
75
31115833
2019
27
Paul B Badcock
The hierarchically mechanistic mind: an evolutionary systems theory of the human brain, cognition, and behavior.
54
76
33488462
2021
48
Axel Constant
Representation Wars: Enacting an Armistice Through Active Inference.
48
77
25128318
2014
6.57
Laurent Perrinet
Active inference, eye movements and oculomotor delays.
46
78
27683002
2016
9.2
Leo Pio-Lopez
Active inference and robot control: a case study.
46
79
30608922
2019
23
Anna C Sales
Locus Coeruleus tracking of prediction errors optimises cognitive flexibility: An Active Inference model.
46
80
29190328
2018
15
Thomas Parr
The Computational Anatomy of Visual Neglect.
45
81
24348359
2013
5
Harriet R Brown
The functional anatomy of attention: a DCM study.
40
82
31756340
2020
38
Ensor Rafael Palacios
On Markov blankets and hierarchical self-organisation.
38
83
30294264
2018
12
Thomas Parr
Precision and False Perceptual Inference.
36
84
27303283
2016
6.6
Arturo Tozzi
New Perspectives on Spontaneous Brain Activity: Dynamic Networks and Energy Matter.
33
85
27826271
2016
6.6
Tanja Hechler
Why Harmless Sensations Might Hurt in Individuals with Chronic Pain: About Heightened Prediction and Perception of Pain in the Mind.
33
86
25583383
2015
5.17
Rick A Adams
Active inference and oculomotor pursuit: the dynamic causal modelling of eye movements.
31
87
31528360
2019
15.5
Thomas Parr
Perceptual awareness and active inference.
31
88
26921713
2016
6.2
Rick A Adams
Dynamic causal modelling of eye movements during pursuit: Confirming precision-encoding in V1 using MEG.
31
89
33286659
2020
31
Maxwell J D Ramstead
Is the Free-Energy Principle a Formal Theory of Semantics? From Variational Density Dynamics to Neural and Phenotypic Representations.
31
90
30627670
2018
10
David Benrimoh
Active Inference and Auditory Hallucinations.
30
91
33266972
2019
15
Manuel Baltieri
PID Control as a Process of Active Inference with Linear Generative Models.
30
92
31298270
2020
29
Thomas Parr
Prefrontal Computation as Active Inference.
29
93
25750630
2015
4.67
Adam M Chekroud
Unifying treatments for depression: an application of the Free Energy Principle.
28
94
29407941
2018
9.33
Thomas Parr
Active inference and the anatomy of oculomotion.
28
95
30446766
2018
8.67
Takuya Isomura
In vitro neural networks minimise variational free energy.
26
96
30890965
2019
12.5
Charlotte L Rae
A Bayesian Account of the Sensory-Motor Interactions Underlying Symptoms of Tourette Syndrome.
25
97
29331218
2018
7.33
Roberto Limongi
Knowing when to stop: Aberrant precision and evidence accumulation in schizophrenia.
22
98
31558746
2019
11
M Berk Mirza
Introducing a Bayesian model of selective attention based on active inference.
22
99
33501036
2019
11
Thijs W van de Laar
Simulating Active Inference Processes by Message Passing.
22
100
26217215
2015
3.33
Fabian Schrodt
Embodied learning of a generative neural model for biological motion perception and inference.
20
101
29093675
2017
5
Bert de Vries
A Factor Graph Description of Deep Temporal Active Inference.
20
102
30214404
2018
6.67
Martin Biehl
Expanding the Active Inference Landscape: More Intrinsic Motivations in the Perception-Action Loop.
20
103
32732017
2021
19
Karl J Friston
Active listening.
19
104
34441216
2021
18
Karl J Friston
Some Interesting Observations on the Free Energy Principle.
18
105
30862291
2019
9
Hayley A Young
Interoceptive accuracy moderates the response to a glucose load: a test of the predictive coding framework.
18
106
31564212
2019
8.5
Adam Linson
Reframing PTSD for computational psychiatry with the active inference framework.
17
107
32676200
2020
17
Wanja Wiese
The science of consciousness does not need another theory, it needs a minimal unifying model.
17
108
32385232
2020
16
Christopher W Lynn
Abstract representations of events arise from mental errors in learning and memory.
16
109
29038652
2017
4
Patrick Connolly
Hierarchical Recursive Organization and the Free Energy Principle: From Biological Self-Organization to the Psychoanalytic Mind.
16
110
32687883
2020
15
Karl J Friston
Generative models, linguistic communication and active inference.
15
111
34866668
2021
15
Ines Hipolito
Embodied skillful performance: where the action is.
15
112
32132646
2020
14
Jakub Limanowski
Active inference under visuo-proprioceptive conflict: Simulation and empirical results.
14
113
33119490
2021
14
Ryan Smith
Greater decision uncertainty characterizes a transdiagnostic patient sample during approach-avoidance conflict: a computational modelling approach.
14
114
32508611
2020
14
Ryan Smith
An Active Inference Approach to Modeling Structure Learning: Concept Learning as an Example Case.
14
115
31555159
2019
7
Filippo Cieri
Psychoanalysis and Neuroscience: The Bridge Between Mind and Brain.
14
116
33250804
2020
14
George Deane
Losing Ourselves: Active Inference, Depersonalization, and Meditation.
14
117
31249516
2019
7
Paul Dennison
The Human Default Consciousness and Its Disruption: Insights From an EEG Study of Buddhist Jhāna Meditation.
14
118
31430277
2019
7
David Benrimoh
Hallucinations both in and out of context: An active inference account.
14
119
32633715
2020
14
Rafal Bogacz
Dopamine role in learning and action inference.
14
120
31735816
2019
6.5
Johannes Lohmann
Hands Ahead in Mind and Motion: Active Inference in Peripersonal Hand Space.
13
121
32390817
2020
13
Daphne Demekas
An Investigation of the Free Energy Principle for Emotion Recognition.
13
122
32055104
2019
6
D Maisto
Caching mechanisms for habit formation in Active Inference.
12
123
30072943
2018
4
Patrick Connolly
Expected Free Energy Formalizes Conflict Underlying Defense in Freudian Psychoanalysis.
12
124
33286336
2020
12
Takazumi Matsumoto
Goal-Directed Planning for Habituated Agents by Active Inference Using a Variational Recurrent Neural Network.
12
125
33704439
2021
12
Thomas Parr
The computational neurology of movement under active inference.
12
126
26379583
2015
1.83
Diana Omigie
Music and literature: are there shared empathy and predictive mechanisms underlying their affective impact?
11
127
31636594
2019
5.5
D Eric Chamberlin
The Predictive Processing Model of EMDR.
11
128
34202965
2021
11
Adam Safron
The Radically Embodied Conscious Cybernetic Bayesian Brain: From Free Energy to Free Will and Back Again.
11
129
30381799
2018
3.67
Aaron Prosser
A Bayesian Account of Psychopathy: A Model of Lacks Remorse and Self-Aggrandizing.
11
130
32488244
2020
10
Noor Sajid
Degeneracy and Redundancy in Active Inference.
10
131
28282439
2017
2.5
Alexandre Pitti
Iterative free-energy optimization for recurrent neural networks (INFERNO).
10
132
30429814
2018
3.33
Charles C-H Hong
Rapid Eye Movements in Sleep Furnish a Unique Probe Into Consciousness.
10
133
30687519
2019
5
Madis Vasser
Waving goodbye to contrast: self-generated hand movements attenuate visual sensitivity.
10
134
30982126
2019
5
Thomas Parr
The computational pharmacology of oculomotion.
10
135
33270644
2020
10
Sebastian Gottwald
The two kinds of free energy and the Bayesian revolution.
10
136
33612868
2021
9
Majid D Beni
A critical analysis of Markovian monism.
9
137
28702345
2017
2.25
Amir Omidvarnia
Hierarchical disruption in the Bayesian brain: Focal epilepsy and brain networks.
9
138
30042835
2017
2.25
Kristjan-Julius Laak
Attention is withdrawn from the area of the visual field where the own hand is currently moving.
9
139
30090873
2017
2.25
James R Riehl
High-energy brain dynamics during anesthesia-induced unconsciousness.
9
140
29621266
2018
3
David Cittern
Intrinsic and extrinsic motivators of attachment under active inference.
9
141
33708164
2021
9
Stefanella Costa-Cordella
Social Support and Cognition: A Systematic Review.
9
142
31413788
2019
4
Chris Fields
Somatic multicellularity as a satisficing solution to the prediction-error minimization problem.
8
143
30618705
2018
2.67
Emmanuel Daucé
Active Fovea-Based Vision Through Computationally-Effective Model-Based Prediction.
8
144
33061902
2020
8
Shannon Proksch
Motor and Predictive Processes in Auditory Beat and Rhythm Perception.
8
145
32818063
2020
8
Julian Kiverstein
How mood tunes prediction: a neurophenomenological account of mood and its disturbance in major depression.
8
146
33733195
2020
8
Conor Heins
Deep Active Inference and Scene Construction.
8
147
33271162
2021
7
Maxwell J D Ramstead
Neural and phenotypic representation under the free-energy principle.
7
148
32083297
2020
7
Rick A Adams
Variability in Action Selection Relates to Striatal Dopamine 2/3 Receptor Availability in Humans: A PET Neuroimaging Study Using Reinforcement Learning and Active Inference Models.
7
149
33673663
2021
7
Martin Biehl
A Technical Critique of Some Parts of the Free Energy Principle.
7
150
33265602
2018
2.33
Takuya Isomura
A Measure of Information Available for Inference.
7
151
33921298
2021
7
Lancelot Da Costa
Neural Dynamics under Active Inference: Plausibility and Efficiency of Information Processing.
7
152
31727928
2019
3
Pilwon Hur
Free Energy Principle in Human Postural Control System: Skin Stretch Feedback Reduces the Entropy.
6
153
31039693
2019
3
Alireza Khatoon Abadi
Excitatory versus inhibitory feedback in Bayesian formulations of scene construction.
6
154
33304260
2020
6
Ozan Catal
Learning Generative State Space Models for Active Inference.
6
155
30568581
2018
2
Peter Bossaerts
Formalizing the Function of Anterior Insula in Rapid Adaptation.
6
156
33363481
2020
6
S Shaun Ho
Potential Neural Mediators of Mom Power Parenting Intervention Effects on Maternal Intersubjectivity and Stress Resilience.
6
157
33562847
2021
6
Stephen Fox
Active Inference: Applicability to Different Types of Social Organization Explained through Reference to Industrial Engineering and Quality Management.
6
158
33372237
2021
6
Dimitrije Marković
Meta-control of the exploration-exploitation dilemma emerges from probabilistic inference over a hierarchy of time scales.
6
159
33629102
2021
5
Tanaz Molapour
Seven computations of the social brain.
5
160
34675792
2021
5
Axel Constant
The Acquisition of Culturally Patterned Attention Styles Under Active Inference.
5
161
34354621
2021
5
Mahault Albarracin
A Variational Approach to Scripts.
5
162
33733186
2020
5
Anthony G Chen
A Bayesian Account of Generalist and Specialist Formation Under the Active Inference Framework.
5
163
33286308
2020
5
Thomas Parr
Inferring What to Do (And What Not to).
5
164
33240146
2020
4
Morten Henriksen
Variational Free Energy and Economics Optimizing With Biases and Bounded Rationality.
4
165
34682030
2021
4
Ajith Anil Meera
Dynamic Expectation Maximization Algorithm for Estimation of Linear Systems with Colored Noise.
4
166
33376985
2020
3
Noor Sajid
Paradoxical lesions, plasticity and active inference.
3
167
33505336
2021
3
S Shaun Ho
Compassion As an Intervention to Attune to Universal Suffering of Self and Others in Conflicts: A Translational Framework.
3
168
33584461
2021
3
Elmarie Venter
Toward an Embodied, Embedded Predictive Processing Account.
3
169
33096824
2020
3
Noor Sajid
Neuromodulatory Control and Language Recovery in Bilingual Aphasia: An Active Inference Approach.
3
170
33039973
2020
3
Martin J Dietz
Aberrant effective connectivity is associated with positive symptoms in first-episode schizophrenia.
3
171
33266666
2018
1
Marcin Miłkowski
Morphological Computation: Nothing but Physical Computation.
3
172
33948044
2021
3
Anjali Bhat
Immunoceptive inference: why are psychiatric disorders and immune responses intertwined?
3
173
34106918
2021
3
Jonathan Cannon
Expectancy-based rhythmic entrainment as continuous Bayesian inference.
3
174
34210008
2021
3
Rafael Kaufmann
An Active Inference Model of Collective Intelligence.
3
175
34345441
2021
2
Chris Fields
Minimal physicalism as a scale-free substrate for cognition and consciousness.
2
176
34457352
2021
2
Lars Sandved-Smith
Towards a computational phenomenology of mental action: modelling meta-awareness and attentional control with deep parametric active inference.
2
177
32433704
2020
2
Jack Brookes
Exploring disturbance as a force for good in motor learning.
2
178
33828471
2021
2
Filippo Cieri
Brain Entropy During Aging Through a Free Energy Principle Approach.
2
179
33807679
2021
2
Marta Gandolla
Brain Plasticity Mechanisms Underlying Motor Control Reorganization: Pilot Longitudinal Study on Post-Stroke Subjects.
2
180
34113717
2021
2
Axel Constant
Why Depressed Mood is Adaptive: A Numerical Proof of Principle for an Evolutionary Systems Theory of Depression.
2
181
33335499
2020
2
Hendry F Chame
A Hybrid Human-Neurorobotics Approach to Primary Intersubjectivity via Active Inference.
2
182
33746730
2021
2
Toon Van de Maele
Active Vision for Robot Manipulators Using the Free Energy Principle.
2
183
33810573
2021
2
Stephen Fox
Multiscale Free Energy Analysis of Human Ecosystem Engineering.
2
184
34199648
2021
2
Hermann Haken
Information and Self-Organization II: Steady State and Phase Transition.
2
185
34650816
2021
2
Wiktor Rorot
Bayesian theories of consciousness: a review in search for a minimal unifying model.
2
186
34819563
2021
2
Pablo Lanillos
Active strategies for multisensory conflict suppression in the virtual hand illusion.
2
187
33471182
2021
1
Chang Sub Kim
Bayesian mechanics of perceptual inference and motor control in the brain.
1
188
34484808
2021
1
George Deane
Consciousness in active inference: Deep self-models, other minds, and the challenge of psychedelic-induced ego-dissolution.
1
189
34267621
2021
1
Asena Boyadzhieva
Keeping the Breath in Mind: Respiration, Neural Oscillations, and the Free Energy Principle.
1
190
33362668
2020
1
Majid D Beni
An Algorithmic Metaphysics of Self-Patterns.
1
191
34068913
2021
1
Thomas Parr
Message Passing and Metabolism.
1
192
34573780
2021
1
Stephen Fox
Future-Proofing Startups: Stress Management Principles Based on Adaptive Calibration Model and Active Inference Theory.
1
193
34828219
2021
1
Stephen Fox
Accessing Active Inference Theory through Its Implicit and Deliberative Practice in Human Organizations.
1
194
34652601
2021
1
Hugo Bottemanne
An active inference account of protective behaviours during the COVID-19 pandemic.
1
195
32269536
2020
0.5
Jared Vasil
A World Unto Itself: Human Communication as Active Inference.
1
196
34202804
2021
1
Stephen Fox
Psychomotor Predictive Processing.
1
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Citation Data
DOI
Pmid
Year
Citations
First Author
Title
Citations_per_Year
What Is the Paper SDOI
1
31830495
2020
#N/A
Adam Linson
Active inference, stressors, and psychological trauma: A neuroethological model of (mal)adaptive explore-exploit dynamics in ecological context.
#N/A
10.1016/j.bbr.2019.112421
2
27375276
2016
#N/A
Karl J Friston
Active inference and learning.
#N/A
10.1016/j.neubiorev.2016.06.022
3
29029962
2018
#N/A
Maxwell J D Ramstead
Answering Schrödinger’s question: A free-energy formulation.
#N/A
10.1016/j.plrev.2017.09.001
4
32039624
2020
#N/A
Frank H Hezemans
Apathy is associated with reduced precision of prior beliefs about action outcomes.
#N/A
10.1037/xge0000739
5
33980875
2021
#N/A
Ryan Smith
Simulating the computational mechanisms of cognitive and behavioral psychotherapeutic interventions: insights from active inference.
#N/A
10.1038/s41598-021-89047-0
6
33980896
2021
#N/A
Hayley A Young
Individual differences in sensory and expectation driven interoceptive processes: a novel paradigm with implications for alexithymia, disordered eating and obesity.
#N/A
10.1038/s41598-021-89417-8
7
34645899
2021
#N/A
Tom Arthur
An examination of active inference in autistic adults using immersive virtual reality.
#N/A
10.1038/s41598-021-99864-y
8
29894658
2018
#N/A
Thomas Parr
The Discrete and Continuous Brain: From Decisions to Movement-And Back Again.
#N/A
10.1162/neco_a_01102
9
27517087
2016
#N/A
Philipp Schwartenbeck
Computational Phenotyping in Psychiatry: A Worked Example.
#N/A
10.1523/ENEURO.0049-16.2016
10
34248515
2021
#N/A
Daniel Friedman
Active Inferants: An Active Inference Framework for Ant Colony Behavior.
#N/A
10.3389/fnbeh.2021.647732
11
23133414
2012
#N/A
Karl J Friston
What is value-accumulated reward or evidence?
#N/A
10.3389/fnbot.2012.00011
12
33013346
2020
#N/A
Wataru Ohata
Investigation of the Sense of Agency in Social Cognition, Based on Frameworks of Predictive Coding and Active Inference: A Simulation Study on Multimodal Imitative Interaction.
#N/A
10.3389/fnbot.2020.00061
13
33935674
2021
#N/A
Hae-Jeong Park
A Computational Framework for Controlling the Self-Restorative Brain Based on the Free Energy and Degeneracy Principles.
#N/A
10.3389/fncom.2021.590019
14
24137116
2013
#N/A
Omar T Khachouf
The embodied transcendental: a Kantian perspective on neurophenomenology.
#N/A
10.3389/fnhum.2013.00611
15
24723872
2014
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Michael Moutoussis
A formal model of interpersonal inference.
#N/A
10.3389/fnhum.2014.00160
16
24999325
2014
#N/A
Noham Wolpe
Beyond the "urge to move": objective measures for the study of agency in the post-Libet era.
#N/A
10.3389/fnhum.2014.00450
17
32410937
2020
#N/A
Ying Fang
Noise Helps Optimization Escape From Saddle Points in the Synaptic Plasticity.
#N/A
10.3389/fnins.2020.00343
18
27895560
2016
#N/A
Sterling Street
Neurobiology as Information Physics.
#N/A
10.3389/fnsys.2016.00090
19
35002643
2021
#N/A
Yan Yufik
Situational Understanding in the Human and the Machine.
#N/A
10.3389/fnsys.2021.786252
20
22586414
2012
#N/A
Karl J Friston
Free-energy minimization and the dark-room problem.
#N/A
10.3389/fpsyg.2012.00130
21
27471478
2016
#N/A
Jim Hopkins
Free Energy and Virtual Reality in Neuroscience and Psychoanalysis: A Complexity Theory of Dreaming and Mental Disorder.
#N/A
10.3389/fpsyg.2016.00922
22
30416474
2018
#N/A
DarÃo Cuevas Rivera
Context-Dependent Risk Aversion: A Model-Based Approach.
#N/A
10.3389/fpsyg.2018.02053
23
30559703
2018
#N/A
Sebastian Kahl
A Predictive Processing Model of Perception and Action for Self-Other Distinction.
#N/A
10.3389/fpsyg.2018.02421
24
30988668
2019
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Axel Constant
Regimes of Expectations: An Active Inference Model of Social Conformity and Human Decision Making.
#N/A
10.3389/fpsyg.2019.00679
25
31607993
2019
#N/A
Patrice Duquette
Working With the Predictable Life of Patients: The Importance of "Mentalizing Interoception" to Meaningful Change in Psychotherapy.
#N/A
10.3389/fpsyg.2019.02173
26
31920779
2019
#N/A
Michael Levin
The Computational Boundary of a "Self": Developmental Bioelectricity Drives Multicellularity and Scale-Free Cognition.
#N/A
10.3389/fpsyg.2019.02688
27
32499726
2020
#N/A
Zina M Manjaly
A Computational Theory of Mindfulness Based Cognitive Therapy from the "Bayesian Brain" Perspective.
#N/A
10.3389/fpsyt.2020.00404
28
33733149
2020
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Adam Safron
An Integrated World Modeling Theory (IWMT) of Consciousness: Combining Integrated Information and Global Neuronal Workspace Theories With the Free Energy Principle and Active Inference Framework; Toward Solving the Hard Problem and Characterizing Agentic Causation.
#N/A
10.3389/frai.2020.00030
29
34901166
2021
#N/A
Takato Horii
Active Inference Through Energy Minimization in Multimodal Affective Human-Robot Interaction.
#N/A
10.3389/frobt.2021.684401
30
34441172
2021
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James E Cooke
What Is Consciousness? Integrated Information vs. Inference.
#N/A
10.3390/e23081032
31
22023743
2012
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Karl J Friston
The history of the future of the Bayesian brain.
#N/A
10.1016/j.neuroimage.2011.10.004
32
24440530
2014
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Marta Gandolla
Re-thinking the role of motor cortex: context-sensitive motor outputs?
#N/A
10.1016/j.neuroimage.2014.01.011
33
26690814
2015
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Takuya Isomura
Cultured Cortical Neurons Can Perform Blind Source Separation According to the Free-Energy Principle.
#N/A
10.1371/journal.pcbi.1004643
34
27798257
2017
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Lisa Feldman Barrett
The theory of constructed emotion: an active inference account of interoception and categorization.
#N/A
10.1093/scan/nsw154
35
29740369
2018
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Karl J Friston
Am I Self-Conscious? (Or Does Self-Organization Entail Self-Consciousness?).
#N/A
10.3389/fpsyg.2018.00579
36
30760743
2019
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Verena N Buchholz
Belief of agency changes dynamics in sensorimotor networks.
#N/A
10.1038/s41598-018-37912-w
37
30984063
2019
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Jeremy Holmes
"Surprise" and the Bayesian Brain: Implications for Psychotherapy Theory and Practice.
#N/A
10.3389/fpsyg.2019.00592
38
31607878
2019
#N/A
Georg Northoff
Lessons From Astronomy and Biology for the Mind-Copernican Revolution in Neuroscience.
#N/A
10.3389/fnhum.2019.00319
39
33041935
2020
#N/A
Kajornvut Ounjai
Tracking the Influence of Predictive Cues on the Evaluation of Food Images: Volatility Enables Nudging.
#N/A
10.3389/fpsyg.2020.569078
40
33192765
2020
#N/A
Philip Gerrans
Pain Asymbolia as Depersonalization for Pain Experience. An Interoceptive Active Inference Account.
#N/A
10.3389/fpsyg.2020.523710
41
33266776
2018
#N/A
Jonathan W D Mason
From Learning to Consciousness: An Example Using Expected Float Entropy Minimisation.
#N/A
10.3390/e21010060
42
33489551
2020
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Hassan Kesserwani
The Clinical, Philosophical, Evolutionary and Mathematical Machinery of Consciousness: An Analytic Dissection of the Field Theories and a Consilience of Ideas.
#N/A
10.7759/cureus.12139
43
33927605
2021
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Thomas Parr
Generative Models for Active Vision.
#N/A
10.3389/fnbot.2021.651432
44
34311031
2021
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Ryan Smith
Gut inference: A computational modelling approach.
#N/A
10.1016/j.biopsycho.2021.108152
45
34721166
2021
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Georg Northoff
"Project for a Spatiotemporal Neuroscience" - Brain and Psyche Share Their Topography and Dynamic.
#N/A
10.3389/fpsyg.2021.717402
46
34867580
2021
#N/A
Matthias Borgstede
Why Do Individuals Seek Information? A Selectionist Perspective.
#N/A
10.3389/fpsyg.2021.684544
47
23825119
2013
581
Karl J Friston
Life as we know it.
72.63
10.1098/rsif.2013.0475
48
23750138
2013
563
Rick A Adams
The computational anatomy of psychosis.
70.38
10.3389/fpsyt.2013.00047
49
23129312
2013
561
Rick A Adams
Predictions not commands: active inference in the motor system.
70.13
10.1007/s00429-012-0475-5
50
22654776
2012
461
Karl J Friston
Perceptions as hypotheses: saccades as experiments.
51.22
10.3389/fpsyg.2012.00151
51
19641614
2009
436
Karl J Friston
Reinforcement learning or active inference?
36.33
10.1371/journal.pone.0006421
52
26365173
2015
434
Giovanni Pezzulo
Active Inference, homeostatic regulation and adaptive behavioural control.
72.33
10.1016/j.pneurobio.2015.09.001
53
25161615
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398
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Self-organization, free energy minimization, and optimal grip on a field of affordances.
56.86
10.3389/fnhum.2014.00599
54
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337
Harriet R Brown
Active inference, sensory attenuation and illusions.
42.13
10.1007/s10339-013-0571-3
55
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328
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The Predictive Coding Account of Psychosis.
109.33
10.1016/j.biopsych.2018.05.015
56
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2013
310
Karl J Friston
The anatomy of choice: active inference and agency.
38.75
10.3389/fnhum.2013.00598
57
22241972
2012
301
Karl J Friston
Dopamine, affordance and active inference.
33.44
10.1371/journal.pcbi.1002327
58
29887647
2018
287
Micah Allen
From cognitivism to autopoiesis: towards a computational framework for the embodied mind.
95.67
10.1007/s11229-016-1288-5
59
25277283
2014
281
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Autism, oxytocin and interoception.
40.14
10.1016/j.neubiorev.2014.09.012
60
25563935
2015
278
Karl J Friston
A Duet for one.
46.33
10.1016/j.concog.2014.12.003
61
29343629
2018
267
Michael Kirchhoff
The Markov blankets of life: autonomy, active inference and the free energy principle.
89
10.1098/rsif.2017.0792
62
24446823
2014
267
Anil K Seth
A predictive processing theory of sensorimotor contingencies: Explaining the puzzle of perceptual presence and its absence in synesthesia.
38.14
10.1080/17588928.2013.877880
63
27507953
2016
266
Maxwell J D Ramstead
Cultural Affordances: Scaffolding Local Worlds Through Shared Intentionality and Regimes of Attention.
53.2
10.3389/fpsyg.2016.01090
64
30996493
2018
265
Jelle Bruineberg
The anticipating brain is not a scientist: the free-energy principle from an ecological-enactive perspective.
88.33
10.1007/s11229-016-1239-1
65
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2010
258
Sepideh Sadaghiani
The relation of ongoing brain activity, evoked neural responses, and cognition.
23.45
10.3389/fnsys.2010.00020
66
27895566
2016
251
Klaas E Stephan
Allostatic Self-efficacy: A Metacognitive Theory of Dyshomeostasis-Induced Fatigue and Depression.
50.2
10.3389/fnhum.2016.00550
67
25267823
2014
250
Karl J Friston
The anatomy of choice: dopamine and decision-making.
35.71
10.1098/rstb.2013.0481
68
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2013
231
Philipp Schwartenbeck
Exploration, novelty, surprise, and free energy minimization.
28.88
10.3389/fpsyg.2013.00710
69
29417960
2017
227
Karl J Friston
The graphical brain: Belief propagation and active inference.
56.75
10.1162/netn_a_00018
70
24062658
2013
224
Jakub Limanowski
Minimal self-models and the free energy principle.
28
10.3389/fnhum.2013.00547
71
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2019
217
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REBUS and the Anarchic Brain: Toward a Unified Model of the Brain Action of Psychedelics.
108.5
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Emotional valence and the free-energy principle.
26.75
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Hierarchical Active Inference: A Theory of Motivated Control.
70.67
10.1016/j.tics.2018.01.009
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Active inference, communication and hermeneutics.
35.33
10.1016/j.cortex.2015.03.025
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Knowing one's place: a free-energy approach to pattern regulation.
34.5
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Deep temporal models and active inference.
67.67
10.1016/j.neubiorev.2017.04.009
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Deep temporal models and active inference.
67.67
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Active inference, attention, and motor preparation.
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Why empathy has a beneficial impact on others in medicine: unifying theories.
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Active inference, enactivism and the hermeneutics of social cognition.
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Working memory, attention, and salience in active inference.
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Predictive coding or evidence accumulation? False inference and neuronal fluctuations.
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Scene Construction, Visual Foraging, and Active Inference.
29.2
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Uncertainty, epistemics and active inference.
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Bayesian inferences about the self (and others): a review.
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A variational approach to niche construction.
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The Dopaminergic Midbrain Encodes the Expected Certainty about Desired Outcomes.
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Modelling trial-by-trial changes in the mismatch negativity.
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A tale of two densities: active inference is enactive inference.
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Planning and navigation as active inference.
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What is mood? A computational perspective.
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The Anatomy of Inference: Generative Models and Brain Structure.
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Markov blankets, information geometry and stochastic thermodynamics.
104
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Model averaging, optimal inference, and habit formation.
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Generalised free energy and active inference.
50
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Deeply Felt Affect: The Emergence of Valence in Deep Active Inference.
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Variational ecology and the physics of sentient systems.
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Computational Neuropsychology and Bayesian Inference.
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Free-energy minimization in joint agent-environment systems: A niche construction perspective.
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Smooth pursuit and visual occlusion: active inference and oculomotor control in schizophrenia.
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Free energy and dendritic self-organization.
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Predictive Processing and the Representation Wars.
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Computational mechanisms of curiosity and goal-directed exploration.
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Predicting green: really radical (plant) predictive processing.
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The Hard Problem of Consciousness and the Free Energy Principle.
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Simulating Emotions: An Active Inference Model of Emotional State Inference and Emotion Concept Learning.
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Dopamine, reward learning, and active inference.
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Toward a Unified Sub-symbolic Computational Theory of Cognition.
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The Active Inference Approach to Ecological Perception: General Information Dynamics for Natural and Artificial Embodied Cognition.
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Human visual exploration reduces uncertainty about the sensed world.
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The Projective Consciousness Model and Phenomenal Selfhood.
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The emergence of synchrony in networks of mutually inferring neurons.
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Representation Wars: Enacting an Armistice Through Active Inference.
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Active inference, eye movements and oculomotor delays.
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Active inference and robot control: a case study.
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Locus Coeruleus tracking of prediction errors optimises cognitive flexibility: An Active Inference model.
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The Computational Anatomy of Visual Neglect.
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Precision and False Perceptual Inference.
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New Perspectives on Spontaneous Brain Activity: Dynamic Networks and Energy Matter.
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Why Harmless Sensations Might Hurt in Individuals with Chronic Pain: About Heightened Prediction and Perception of Pain in the Mind.
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31
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David Benrimoh
Active Inference and Auditory Hallucinations.
10
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137
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30
Manuel Baltieri
PID Control as a Process of Active Inference with Linear Generative Models.
15
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138
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29
Thomas Parr
Prefrontal Computation as Active Inference.
29
10.1093/cercor/bhz118
139
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28
Adam M Chekroud
Unifying treatments for depression: an application of the Free Energy Principle.
4.67
10.3389/fpsyg.2015.00153
140
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28
Thomas Parr
Active inference and the anatomy of oculomotion.
9.33
10.1016/j.neuropsychologia.2018.01.041
141
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2018
26
Takuya Isomura
In vitro neural networks minimise variational free energy.
8.67
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142
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25
Charlotte L Rae
A Bayesian Account of the Sensory-Motor Interactions Underlying Symptoms of Tourette Syndrome.
12.5
10.3389/fpsyt.2019.00029
143
29331218
2018
22
Roberto Limongi
Knowing when to stop: Aberrant precision and evidence accumulation in schizophrenia.
7.33
10.1016/j.schres.2017.12.018
144
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22
M Berk Mirza
Introducing a Bayesian model of selective attention based on active inference.
11
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145
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2019
22
Thijs W van de Laar
Simulating Active Inference Processes by Message Passing.
11
10.3389/frobt.2019.00020
146
26217215
2015
20
Fabian Schrodt
Embodied learning of a generative neural model for biological motion perception and inference.
3.33
10.3389/fncom.2015.00079
147
29093675
2017
20
Bert de Vries
A Factor Graph Description of Deep Temporal Active Inference.
5
10.3389/fncom.2017.00095
148
30214404
2018
20
Martin Biehl
Expanding the Active Inference Landscape: More Intrinsic Motivations in the Perception-Action Loop.
6.67
10.3389/fnbot.2018.00045
149
32732017
2021
19
Karl J Friston
Active listening.
19
10.1016/j.heares.2020.107998
150
34441216
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18
Karl J Friston
Some Interesting Observations on the Free Energy Principle.
18
10.3390/e23081076
151
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18
Hayley A Young
Interoceptive accuracy moderates the response to a glucose load: a test of the predictive coding framework.
9
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17
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Reframing PTSD for computational psychiatry with the active inference framework.
8.5
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153
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17
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The science of consciousness does not need another theory, it needs a minimal unifying model.
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Abstract representations of events arise from mental errors in learning and memory.
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155
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16
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Hierarchical Recursive Organization and the Free Energy Principle: From Biological Self-Organization to the Psychoanalytic Mind.
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15
Karl J Friston
Generative models, linguistic communication and active inference.
15
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15
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Embodied skillful performance: where the action is.
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Active inference under visuo-proprioceptive conflict: Simulation and empirical results.
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Greater decision uncertainty characterizes a transdiagnostic patient sample during approach-avoidance conflict: a computational modelling approach.
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An Active Inference Approach to Modeling Structure Learning: Concept Learning as an Example Case.
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Psychoanalysis and Neuroscience: The Bridge Between Mind and Brain.
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Losing Ourselves: Active Inference, Depersonalization, and Meditation.
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Paul Dennison
The Human Default Consciousness and Its Disruption: Insights From an EEG Study of Buddhist Jhāna Meditation.
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Hands Ahead in Mind and Motion: Active Inference in Peripersonal Hand Space.
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An Investigation of the Free Energy Principle for Emotion Recognition.
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Caching mechanisms for habit formation in Active Inference.
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Patrick Connolly
Expected Free Energy Formalizes Conflict Underlying Defense in Freudian Psychoanalysis.
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Goal-Directed Planning for Habituated Agents by Active Inference Using a Variational Recurrent Neural Network.
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The computational neurology of movement under active inference.
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Music and literature: are there shared empathy and predictive mechanisms underlying their affective impact?
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The Predictive Processing Model of EMDR.
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The Radically Embodied Conscious Cybernetic Bayesian Brain: From Free Energy to Free Will and Back Again.
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A Bayesian Account of Psychopathy: A Model of Lacks Remorse and Self-Aggrandizing.
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Degeneracy and Redundancy in Active Inference.
10
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Iterative free-energy optimization for recurrent neural networks (INFERNO).
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Rapid Eye Movements in Sleep Furnish a Unique Probe Into Consciousness.
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Waving goodbye to contrast: self-generated hand movements attenuate visual sensitivity.
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The computational pharmacology of oculomotion.
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Social Support and Cognition: A Systematic Review.
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Somatic multicellularity as a satisficing solution to the prediction-error minimization problem.
4
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Active Fovea-Based Vision Through Computationally-Effective Model-Based Prediction.
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Motor and Predictive Processes in Auditory Beat and Rhythm Perception.
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How mood tunes prediction: a neurophenomenological account of mood and its disturbance in major depression.
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Deep Active Inference and Scene Construction.
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7
Maxwell J D Ramstead
Neural and phenotypic representation under the free-energy principle.
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7
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Variability in Action Selection Relates to Striatal Dopamine 2/3 Receptor Availability in Humans: A PET Neuroimaging Study Using Reinforcement Learning and Active Inference Models.
7
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195
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7
Martin Biehl
A Technical Critique of Some Parts of the Free Energy Principle.
7
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196
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7
Takuya Isomura
A Measure of Information Available for Inference.
2.33
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7
Lancelot Da Costa
Neural Dynamics under Active Inference: Plausibility and Efficiency of Information Processing.
7
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198
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2019
6
Pilwon Hur
Free Energy Principle in Human Postural Control System: Skin Stretch Feedback Reduces the Entropy.
3
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199
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6
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Excitatory versus inhibitory feedback in Bayesian formulations of scene construction.
3
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200
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6
Ozan Catal
Learning Generative State Space Models for Active Inference.
6
10.3389/fncom.2020.574372
201
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6
Peter Bossaerts
Formalizing the Function of Anterior Insula in Rapid Adaptation.
2
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202
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6
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Potential Neural Mediators of Mom Power Parenting Intervention Effects on Maternal Intersubjectivity and Stress Resilience.
6
10.3389/fpsyt.2020.568824
203
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6
Stephen Fox
Active Inference: Applicability to Different Types of Social Organization Explained through Reference to Industrial Engineering and Quality Management.
6
10.3390/e23020198
204
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6
Dimitrije Marković
Meta-control of the exploration-exploitation dilemma emerges from probabilistic inference over a hierarchy of time scales.
6
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205
33629102
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5
Tanaz Molapour
Seven computations of the social brain.
5
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206
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5
Axel Constant
The Acquisition of Culturally Patterned Attention Styles Under Active Inference.
5
10.3389/fnbot.2021.729665
207
34354621
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5
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A Variational Approach to Scripts.
5
10.3389/fpsyg.2021.585493
208
33733186
2020
5
Anthony G Chen
A Bayesian Account of Generalist and Specialist Formation Under the Active Inference Framework.
5
10.3389/frai.2020.00069
209
33286308
2020
5
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Inferring What to Do (And What Not to).
5
10.3390/e22050536
210
33240146
2020
4
Morten Henriksen
Variational Free Energy and Economics Optimizing With Biases and Bounded Rationality.
4
10.3389/fpsyg.2020.549187
211
34682030
2021
4
Ajith Anil Meera
Dynamic Expectation Maximization Algorithm for Estimation of Linear Systems with Colored Noise.
4
10.3390/e23101306
212
33376985
2020
3
Noor Sajid
Paradoxical lesions, plasticity and active inference.
3
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213
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2021
3
S Shaun Ho
Compassion As an Intervention to Attune to Universal Suffering of Self and Others in Conflicts: A Translational Framework.
3
10.3389/fpsyg.2020.603385
214
33584461
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3
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Toward an Embodied, Embedded Predictive Processing Account.
3
10.3389/fpsyg.2021.543076
215
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2020
3
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Neuromodulatory Control and Language Recovery in Bilingual Aphasia: An Active Inference Approach.
3
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216
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3
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Aberrant effective connectivity is associated with positive symptoms in first-episode schizophrenia.
3
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217
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3
Marcin Miłkowski
Morphological Computation: Nothing but Physical Computation.
1
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218
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3
Anjali Bhat
Immunoceptive inference: why are psychiatric disorders and immune responses intertwined?
3
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219
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3
Jonathan Cannon
Expectancy-based rhythmic entrainment as continuous Bayesian inference.
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220
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3
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An Active Inference Model of Collective Intelligence.
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2
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Minimal physicalism as a scale-free substrate for cognition and consciousness.
2
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2
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Towards a computational phenomenology of mental action: modelling meta-awareness and attentional control with deep parametric active inference.
2
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223
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2
Jack Brookes
Exploring disturbance as a force for good in motor learning.
2
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224
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2
Filippo Cieri
Brain Entropy During Aging Through a Free Energy Principle Approach.
2
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225
33807679
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2
Marta Gandolla
Brain Plasticity Mechanisms Underlying Motor Control Reorganization: Pilot Longitudinal Study on Post-Stroke Subjects.
2
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226
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2
Axel Constant
Why Depressed Mood is Adaptive: A Numerical Proof of Principle for an Evolutionary Systems Theory of Depression.
2
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227
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2020
2
Hendry F Chame
A Hybrid Human-Neurorobotics Approach to Primary Intersubjectivity via Active Inference.
2
10.3389/fpsyg.2020.584869
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2021
2
Toon Van de Maele
Active Vision for Robot Manipulators Using the Free Energy Principle.
2
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229
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2
Stephen Fox
Multiscale Free Energy Analysis of Human Ecosystem Engineering.
2
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230
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2
Hermann Haken
Information and Self-Organization II: Steady State and Phase Transition.
2
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Wiktor Rorot
Bayesian theories of consciousness: a review in search for a minimal unifying model.
2
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Pablo Lanillos
Active strategies for multisensory conflict suppression in the virtual hand illusion.
2
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233
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1
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Bayesian mechanics of perceptual inference and motor control in the brain.
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234
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1
George Deane
Consciousness in active inference: Deep self-models, other minds, and the challenge of psychedelic-induced ego-dissolution.
1
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235
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Asena Boyadzhieva
Keeping the Breath in Mind: Respiration, Neural Oscillations, and the Free Energy Principle.
1
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236
33362668
2020
1
Majid D Beni
An Algorithmic Metaphysics of Self-Patterns.
1
10.3389/fpsyg.2020.607917
237
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1
Thomas Parr
Message Passing and Metabolism.
1
10.3390/e23050606
238
34573780
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1
Stephen Fox
Future-Proofing Startups: Stress Management Principles Based on Adaptive Calibration Model and Active Inference Theory.
1
10.3390/e23091155
239
34828219
2021
1
Stephen Fox
Accessing Active Inference Theory through Its Implicit and Deliberative Practice in Human Organizations.
1
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240
34652601
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An active inference account of protective behaviours during the COVID-19 pandemic.
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241
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A World Unto Itself: Human Communication as Active Inference.
0.5
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Psychomotor Predictive Processing.
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243
34945925
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Affect-Logic, Embodiment, Synergetics, and the Free Energy Principle: New Approaches to the Understanding and Treatment of Schizophrenia.
0
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34376705
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M Berk Mirza
Contextual perception under active inference.
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245
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0
Felix Schoeller
Trust as Extended Control: Human-Machine Interactions as Active Inference.
0
10.3389/fnsys.2021.669810
246
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0
Thomas Parr
Understanding, Explanation, and Active Inference.
0
10.3389/fnsys.2021.772641
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0
Patrick Connolly
The Gravity of Objects: How Affectively Organized Generative Models Influence Perception and Social Behavior.
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10.3389/fpsyg.2019.02599
248
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0
Lucas Bohlen
Osteopathy and Mental Health: An Embodied, Predictive, and Interoceptive Framework.
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10.3389/fpsyg.2021.767005
249
34827383
2021
0
Fabienne Picard
Epilepsy and Ecstatic Experiences: The Role of the Insula.
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Javier Sánchez-Cañizares
The Free Energy Principle: Good Science and Questionable Philosophy in a Grand Unifying Theory.
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34828082
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Jesse Hoey
Equality and Freedom as Uncertainty in Groups.
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252
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0
Magnus T Koudahl
On Epistemics in Expected Free Energy for Linear Gaussian State Space Models.
0
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253
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Rutger Goekoop
Permutation Entropy as a Universal Disorder Criterion: How Disorders at Different Scale Levels Are Manifestations of the Same Underlying Principle.
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10.3390/e23121701
254
33551917
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Mattis Hartwig
Cooperation and Social Rules Emerging From the Principle of Surprise Minimization.
0
10.3389/fpsyg.2020.606174
255
33732119
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0
Robert Worden
The Thalamus as a Blackboard for Perception and Planning.
0
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256
34456822
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0
Rémi Tison
Active Inference and Cooperative Communication: An Ecological Alternative to the Alignment View.
0
10.3389/fpsyg.2021.708780
257
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Learning Intuitive Physics and One-Shot Imitation Using State-Action-Prediction Self-Organizing Maps.
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2022
in vitro neurons learn and exhibit sentience when embodied in a simulated game-world
278
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Regulative development as a model for origin of life and artificial life studies
279
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Bayesian Frugality and
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Active inference, preference learning and adaptive
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doi:10.1088/1757-899X/1261/1/012020
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DOI
Pmid
Year
Citations
Title
Citations_per_Year
1
31830495
2020
#N/A
Active inference, stressors, and psychological trauma: A neuroethological model of (mal)adaptive explore-exploit dynamics in ecological context.
#N/A
2
27375276
2016
#N/A
Active inference and learning.
#N/A
3
29029962
2018
#N/A
Answering Schrödinger’s question: A free-energy formulation.
#N/A
4
32039624
2020
#N/A
Apathy is associated with reduced precision of prior beliefs about action outcomes.
#N/A
5
33980875
2021
#N/A
Simulating the computational mechanisms of cognitive and behavioral psychotherapeutic interventions: insights from active inference.
#N/A
6
33980896
2021
#N/A
Individual differences in sensory and expectation driven interoceptive processes: a novel paradigm with implications for alexithymia, disordered eating and obesity.
#N/A
7
34645899
2021
#N/A
An examination of active inference in autistic adults using immersive virtual reality.
#N/A
8
29894658
2018
#N/A
The Discrete and Continuous Brain: From Decisions to Movement-And Back Again.
#N/A
9
27517087
2016
#N/A
Computational Phenotyping in Psychiatry: A Worked Example.
#N/A
10
34248515
2021
#N/A
Active Inferants: An Active Inference Framework for Ant Colony Behavior.
#N/A
11
23133414
2012
#N/A
What is value-accumulated reward or evidence?
#N/A
12
33013346
2020
#N/A
Investigation of the Sense of Agency in Social Cognition, Based on Frameworks of Predictive Coding and Active Inference: A Simulation Study on Multimodal Imitative Interaction.
#N/A
13
33935674
2021
#N/A
A Computational Framework for Controlling the Self-Restorative Brain Based on the Free Energy and Degeneracy Principles.
#N/A
14
24137116
2013
#N/A
The embodied transcendental: a Kantian perspective on neurophenomenology.
#N/A
15
24723872
2014
#N/A
A formal model of interpersonal inference.
#N/A
16
24999325
2014
#N/A
Beyond the "urge to move": objective measures for the study of agency in the post-Libet era.
#N/A
17
32410937
2020
#N/A
Noise Helps Optimization Escape From Saddle Points in the Synaptic Plasticity.
#N/A
18
27895560
2016
#N/A
Neurobiology as Information Physics.
#N/A
19
35002643
2021
#N/A
Situational Understanding in the Human and the Machine.
#N/A
20
22586414
2012
#N/A
Free-energy minimization and the dark-room problem.
#N/A
21
27471478
2016
#N/A
Free Energy and Virtual Reality in Neuroscience and Psychoanalysis: A Complexity Theory of Dreaming and Mental Disorder.
#N/A
22
30416474
2018
#N/A
Context-Dependent Risk Aversion: A Model-Based Approach.
#N/A
23
30559703
2018
#N/A
A Predictive Processing Model of Perception and Action for Self-Other Distinction.
#N/A
24
30988668
2019
#N/A
Regimes of Expectations: An Active Inference Model of Social Conformity and Human Decision Making.
#N/A
25
31607993
2019
#N/A
Working With the Predictable Life of Patients: The Importance of "Mentalizing Interoception" to Meaningful Change in Psychotherapy.
#N/A
26
31920779
2019
#N/A
The Computational Boundary of a "Self": Developmental Bioelectricity Drives Multicellularity and Scale-Free Cognition.
#N/A
27
32499726
2020
#N/A
A Computational Theory of Mindfulness Based Cognitive Therapy from the "Bayesian Brain" Perspective.
#N/A
28
33733149
2020
#N/A
An Integrated World Modeling Theory (IWMT) of Consciousness: Combining Integrated Information and Global Neuronal Workspace Theories With the Free Energy Principle and Active Inference Framework; Toward Solving the Hard Problem and Characterizing Agentic Causation.
#N/A
29
34901166
2021
#N/A
Active Inference Through Energy Minimization in Multimodal Affective Human-Robot Interaction.
#N/A
30
34441172
2021
#N/A
What Is Consciousness? Integrated Information vs. Inference.
#N/A
31
22023743
2012
#N/A
The history of the future of the Bayesian brain.
#N/A
32
24440530
2014
#N/A
Re-thinking the role of motor cortex: context-sensitive motor outputs?
#N/A
33
26690814
2015
#N/A
Cultured Cortical Neurons Can Perform Blind Source Separation According to the Free-Energy Principle.
#N/A
34
27798257
2017
#N/A
The theory of constructed emotion: an active inference account of interoception and categorization.
#N/A
35
29740369
2018
#N/A
Am I Self-Conscious? (Or Does Self-Organization Entail Self-Consciousness?).
#N/A
36
30760743
2019
#N/A
Belief of agency changes dynamics in sensorimotor networks.
#N/A
37
30984063
2019
#N/A
"Surprise" and the Bayesian Brain: Implications for Psychotherapy Theory and Practice.
#N/A
38
31607878
2019
#N/A
Lessons From Astronomy and Biology for the Mind-Copernican Revolution in Neuroscience.
#N/A
39
33041935
2020
#N/A
Tracking the Influence of Predictive Cues on the Evaluation of Food Images: Volatility Enables Nudging.
#N/A
40
33192765
2020
#N/A
Pain Asymbolia as Depersonalization for Pain Experience. An Interoceptive Active Inference Account.
#N/A
41
33266776
2018
#N/A
From Learning to Consciousness: An Example Using Expected Float Entropy Minimisation.
#N/A
42
33489551
2020
#N/A
The Clinical, Philosophical, Evolutionary and Mathematical Machinery of Consciousness: An Analytic Dissection of the Field Theories and a Consilience of Ideas.
#N/A
43
33927605
2021
#N/A
Generative Models for Active Vision.
#N/A
44
34311031
2021
#N/A
Gut inference: A computational modelling approach.
#N/A
45
34721166
2021
#N/A
"Project for a Spatiotemporal Neuroscience" - Brain and Psyche Share Their Topography and Dynamic.
#N/A
46
34867580
2021
#N/A
Why Do Individuals Seek Information? A Selectionist Perspective.
#N/A
47
23825119
2013
581
Life as we know it.
72.63
48
23750138
2013
563
The computational anatomy of psychosis.
70.38
49
23129312
2013
561
Predictions not commands: active inference in the motor system.
70.13
50
22654776
2012
461
Perceptions as hypotheses: saccades as experiments.
51.22
51
19641614
2009
436
Reinforcement learning or active inference?
36.33
52
26365173
2015
434
Active Inference, homeostatic regulation and adaptive behavioural control.
72.33
53
25161615
2014
398
Self-organization, free energy minimization, and optimal grip on a field of affordances.
56.86
54
23744445
2013
337
Active inference, sensory attenuation and illusions.
42.13
55
30007575
2018
328
The Predictive Coding Account of Psychosis.
109.33
56
24093015
2013
310
The anatomy of choice: active inference and agency.
38.75
57
22241972
2012
301
Dopamine, affordance and active inference.
33.44
58
29887647
2018
287
From cognitivism to autopoiesis: towards a computational framework for the embodied mind.
95.67
59
25277283
2014
281
Autism, oxytocin and interoception.
40.14
60
25563935
2015
278
A Duet for one.
46.33
61
29343629
2018
267
The Markov blankets of life: autonomy, active inference and the free energy principle.
89
62
24446823
2014
267
A predictive processing theory of sensorimotor contingencies: Explaining the puzzle of perceptual presence and its absence in synesthesia.
38.14
63
27507953
2016
266
Cultural Affordances: Scaffolding Local Worlds Through Shared Intentionality and Regimes of Attention.
53.2
64
30996493
2018
265
The anticipating brain is not a scientist: the free-energy principle from an ecological-enactive perspective.
88.33
65
20631840
2010
258
The relation of ongoing brain activity, evoked neural responses, and cognition.
23.45
66
27895566
2016
251
Allostatic Self-efficacy: A Metacognitive Theory of Dyshomeostasis-Induced Fatigue and Depression.
50.2
67
25267823
2014
250
The anatomy of choice: dopamine and decision-making.
35.71
68
24109469
2013
231
Exploration, novelty, surprise, and free energy minimization.
28.88
69
29417960
2017
227
The graphical brain: Belief propagation and active inference.
56.75
70
24062658
2013
224
Minimal self-models and the free energy principle.
28
71
31221820
2019
217
REBUS and the Anarchic Brain: Toward a Unified Model of the Brain Action of Psychedelics.
108.5
72
23785269
2013
214
Emotional valence and the free-energy principle.
26.75
73
29475638
2018
212
Hierarchical Active Inference: A Theory of Motivated Control.
70.67
74
25957007
2015
212
Active inference, communication and hermeneutics.
35.33
75
25788538
2015
207
Knowing one's place: a free-energy approach to pattern regulation.
34.5
76
28416414
2017
203
Deep temporal models and active inference.
67.67
77
29747865
2018
203
Deep temporal models and active inference.
67.67
78
21960978
2011
195
Active inference, attention, and motor preparation.
19.5
79
25642175
2015
185
Why empathy has a beneficial impact on others in medicine: unifying theories.
30.83
80
29887648
2018
175
Active inference, enactivism and the hermeneutics of social cognition.
58.33
81
29116142
2017
165
Working memory, attention, and salience in active inference.
41.25
82
20369004
2010
152
Predictive coding or evidence accumulation? False inference and neuronal fluctuations.
13.82
83
27378899
2016
146
Scene Construction, Visual Foraging, and Active Inference.
29.2
84
29167370
2017
145
Uncertainty, epistemics and active inference.
36.25
85
24583455
2014
144
Bayesian inferences about the self (and others): a review.
20.57
86
29643221
2018
141
A variational approach to niche construction.
47
87
25056572
2015
134
The Dopaminergic Midbrain Encodes the Expected Certainty about Desired Outcomes.
22.33
88
23436989
2013
134
Modelling trial-by-trial changes in the mismatch negativity.
16.75
89
32831534
2020
128
A tale of two densities: active inference is enactive inference.
128
90
29572721
2018
124
Planning and navigation as active inference.
41.33
91
29478431
2018
116
What is mood? A computational perspective.
38.67
92
26275633
2017
115
The role of interoceptive inference in theory of mind.
28.75
93
30704846
2019
115
The hierarchically mechanistic mind: A free-energy formulation of the human psyche.
57.5
94
30483088
2018
107
The Anatomy of Inference: Generative Models and Brain Structure.
35.67
95
31865883
2019
104
Markov blankets, information geometry and stochastic thermodynamics.
104
96
25018724
2014
101
Model averaging, optimal inference, and habit formation.
14.43
97
31562544
2019
100
Generalised free energy and active inference.
50
98
33253028
2020
97
Deeply Felt Affect: The Emergence of Valence in Deep Active Inference.
97
99
30655223
2019
94
Variational ecology and the physics of sentient systems.
47
100
29527157
2018
93
Computational Neuropsychology and Bayesian Inference.
31
101
30012517
2018
87
Free-energy minimization in joint agent-environment systems: A niche construction perspective.
29
102
23110076
2012
85
Smooth pursuit and visual occlusion: active inference and oculomotor control in schizophrenia.
9.44
103
22013413
2011
85
Free energy and dendritic self-organization.
8.5
104
33627890
2021
83
Multiscale integration: beyond internalism and externalism.
83
105
31258246
2018
82
Predictive Processing and the Representation Wars.
27.33
106
31074743
2019
80
Computational mechanisms of curiosity and goal-directed exploration.
40
107
28637913
2017
77
Predicting green: really radical (plant) predictive processing.
19.25
108
30761057
2019
77
The Hard Problem of Consciousness and the Free Energy Principle.
38.5
109
31920873
2019
73
Simulating Emotions: An Active Inference Model of Emotional State Inference and Emotion Concept Learning.
36.5
110
33343039
2020
68
Active inference on discrete state-spaces: A synthesis.
68
111
29780343
2018
66
'Seeing the Dark': Grounding Phenomenal Transparency and Opacity in Precision Estimation for Active Inference.
22
112
28226255
2017
64
Action perception as hypothesis testing.
16
113
26581305
2015
63
Dopamine, reward learning, and active inference.
10.5
114
27445895
2016
59
Toward a Unified Sub-symbolic Computational Theory of Cognition.
11.8
115
29867642
2018
59
Dynamical Relations in the Self-Pattern.
19.67
116
33500908
2018
59
The Active Inference Approach to Ecological Perception: General Information Dynamics for Natural and Artificial Embodied Cognition.
19.67
117
32324758
2020
56
Learning action-oriented models through active inference.
56
118
29304087
2018
56
Human visual exploration reduces uncertainty about the sensed world.
18.67
119
30618988
2018
56
The Projective Consciousness Model and Phenomenal Selfhood.
18.67
120
31040386
2019
55
The emergence of synchrony in networks of mutually inferring neurons.
27.5
121
31115833
2019
54
The hierarchically mechanistic mind: an evolutionary systems theory of the human brain, cognition, and behavior.
27
122
33488462
2021
48
Representation Wars: Enacting an Armistice Through Active Inference.
48
123
25128318
2014
46
Active inference, eye movements and oculomotor delays.
6.57
124
27683002
2016
46
Active inference and robot control: a case study.
9.2
125
30608922
2019
46
Locus Coeruleus tracking of prediction errors optimises cognitive flexibility: An Active Inference model.
23
126
29190328
2018
45
The Computational Anatomy of Visual Neglect.
15
127
24348359
2013
40
The functional anatomy of attention: a DCM study.
5
128
31756340
2020
38
On Markov blankets and hierarchical self-organisation.
38
129
30294264
2018
36
Precision and False Perceptual Inference.
12
130
27303283
2016
33
New Perspectives on Spontaneous Brain Activity: Dynamic Networks and Energy Matter.
6.6
131
27826271
2016
33
Why Harmless Sensations Might Hurt in Individuals with Chronic Pain: About Heightened Prediction and Perception of Pain in the Mind.
6.6
132
25583383
2015
31
Active inference and oculomotor pursuit: the dynamic causal modelling of eye movements.
5.17
133
31528360
2019
31
Perceptual awareness and active inference.
15.5
134
26921713
2016
31
Dynamic causal modelling of eye movements during pursuit: Confirming precision-encoding in V1 using MEG.
6.2
135
33286659
2020
31
Is the Free-Energy Principle a Formal Theory of Semantics? From Variational Density Dynamics to Neural and Phenotypic Representations.
31
136
30627670
2018
30
Active Inference and Auditory Hallucinations.
10
137
33266972
2019
30
PID Control as a Process of Active Inference with Linear Generative Models.
15
138
31298270
2020
29
Prefrontal Computation as Active Inference.
29
139
25750630
2015
28
Unifying treatments for depression: an application of the Free Energy Principle.
4.67
140
29407941
2018
28
Active inference and the anatomy of oculomotion.
9.33
141
30446766
2018
26
In vitro neural networks minimise variational free energy.
8.67
142
30890965
2019
25
A Bayesian Account of the Sensory-Motor Interactions Underlying Symptoms of Tourette Syndrome.
12.5
143
29331218
2018
22
Knowing when to stop: Aberrant precision and evidence accumulation in schizophrenia.
7.33
144
31558746
2019
22
Introducing a Bayesian model of selective attention based on active inference.
11
145
33501036
2019
22
Simulating Active Inference Processes by Message Passing.
11
146
26217215
2015
20
Embodied learning of a generative neural model for biological motion perception and inference.
3.33
147
29093675
2017
20
A Factor Graph Description of Deep Temporal Active Inference.
5
148
30214404
2018
20
Expanding the Active Inference Landscape: More Intrinsic Motivations in the Perception-Action Loop.
6.67
149
32732017
2021
19
Active listening.
19
150
34441216
2021
18
Some Interesting Observations on the Free Energy Principle.
18
151
30862291
2019
18
Interoceptive accuracy moderates the response to a glucose load: a test of the predictive coding framework.
9
152
31564212
2019
17
Reframing PTSD for computational psychiatry with the active inference framework.
8.5
153
32676200
2020
17
The science of consciousness does not need another theory, it needs a minimal unifying model.
17
154
32385232
2020
16
Abstract representations of events arise from mental errors in learning and memory.
16
155
29038652
2017
16
Hierarchical Recursive Organization and the Free Energy Principle: From Biological Self-Organization to the Psychoanalytic Mind.
4
156
32687883
2020
15
Generative models, linguistic communication and active inference.
15
157
34866668
2021
15
Embodied skillful performance: where the action is.
15
158
32132646
2020
14
Active inference under visuo-proprioceptive conflict: Simulation and empirical results.
14
159
33119490
2021
14
Greater decision uncertainty characterizes a transdiagnostic patient sample during approach-avoidance conflict: a computational modelling approach.
14
160
32508611
2020
14
An Active Inference Approach to Modeling Structure Learning: Concept Learning as an Example Case.
14
161
31555159
2019
14
Psychoanalysis and Neuroscience: The Bridge Between Mind and Brain.
7
162
33250804
2020
14
Losing Ourselves: Active Inference, Depersonalization, and Meditation.
14
163
31249516
2019
14
The Human Default Consciousness and Its Disruption: Insights From an EEG Study of Buddhist Jhāna Meditation.
7
164
31430277
2019
14
Hallucinations both in and out of context: An active inference account.
7
165
32633715
2020
14
Dopamine role in learning and action inference.
14
166
31735816
2019
13
Hands Ahead in Mind and Motion: Active Inference in Peripersonal Hand Space.
6.5
167
32390817
2020
13
An Investigation of the Free Energy Principle for Emotion Recognition.
13
168
32055104
2019
12
Caching mechanisms for habit formation in Active Inference.
6
169
30072943
2018
12
Expected Free Energy Formalizes Conflict Underlying Defense in Freudian Psychoanalysis.
4
170
33286336
2020
12
Goal-Directed Planning for Habituated Agents by Active Inference Using a Variational Recurrent Neural Network.
12
171
33704439
2021
12
The computational neurology of movement under active inference.
12
172
26379583
2015
11
Music and literature: are there shared empathy and predictive mechanisms underlying their affective impact?
1.83
173
31636594
2019
11
The Predictive Processing Model of EMDR.
5.5
174
34202965
2021
11
The Radically Embodied Conscious Cybernetic Bayesian Brain: From Free Energy to Free Will and Back Again.
11
175
30381799
2018
11
A Bayesian Account of Psychopathy: A Model of Lacks Remorse and Self-Aggrandizing.
3.67
176
32488244
2020
10
Degeneracy and Redundancy in Active Inference.
10
177
28282439
2017
10
Iterative free-energy optimization for recurrent neural networks (INFERNO).
2.5
178
30429814
2018
10
Rapid Eye Movements in Sleep Furnish a Unique Probe Into Consciousness.
3.33
179
30687519
2019
10
Waving goodbye to contrast: self-generated hand movements attenuate visual sensitivity.
5
180
30982126
2019
10
The computational pharmacology of oculomotion.
5
181
33270644
2020
10
The two kinds of free energy and the Bayesian revolution.
10
182
33612868
2021
9
A critical analysis of Markovian monism.
9
183
28702345
2017
9
Hierarchical disruption in the Bayesian brain: Focal epilepsy and brain networks.
2.25
184
30042835
2017
9
Attention is withdrawn from the area of the visual field where the own hand is currently moving.
2.25
185
30090873
2017
9
High-energy brain dynamics during anesthesia-induced unconsciousness.
2.25
186
29621266
2018
9
Intrinsic and extrinsic motivators of attachment under active inference.
3
187
33708164
2021
9
Social Support and Cognition: A Systematic Review.
9
188
31413788
2019
8
Somatic multicellularity as a satisficing solution to the prediction-error minimization problem.
4
189
30618705
2018
8
Active Fovea-Based Vision Through Computationally-Effective Model-Based Prediction.
2.67
190
33061902
2020
8
Motor and Predictive Processes in Auditory Beat and Rhythm Perception.
8
191
32818063
2020
8
How mood tunes prediction: a neurophenomenological account of mood and its disturbance in major depression.
8
192
33733195
2020
8
Deep Active Inference and Scene Construction.
8
193
33271162
2021
7
Neural and phenotypic representation under the free-energy principle.
7
194
32083297
2020
7
Variability in Action Selection Relates to Striatal Dopamine 2/3 Receptor Availability in Humans: A PET Neuroimaging Study Using Reinforcement Learning and Active Inference Models.
7
195
33673663
2021
7
A Technical Critique of Some Parts of the Free Energy Principle.
7
196
33265602
2018
7
A Measure of Information Available for Inference.
2.33
197
33921298
2021
7
Neural Dynamics under Active Inference: Plausibility and Efficiency of Information Processing.
7
198
31727928
2019
6
Free Energy Principle in Human Postural Control System: Skin Stretch Feedback Reduces the Entropy.
3
199
31039693
2019
6
Excitatory versus inhibitory feedback in Bayesian formulations of scene construction.
3
200
33304260
2020
6
Learning Generative State Space Models for Active Inference.
6
201
30568581
2018
6
Formalizing the Function of Anterior Insula in Rapid Adaptation.
2
202
33363481
2020
6
Potential Neural Mediators of Mom Power Parenting Intervention Effects on Maternal Intersubjectivity and Stress Resilience.
6
203
33562847
2021
6
Active Inference: Applicability to Different Types of Social Organization Explained through Reference to Industrial Engineering and Quality Management.
6
204
33372237
2021
6
Meta-control of the exploration-exploitation dilemma emerges from probabilistic inference over a hierarchy of time scales.
6
205
33629102
2021
5
Seven computations of the social brain.
5
206
34675792
2021
5
The Acquisition of Culturally Patterned Attention Styles Under Active Inference.
5
207
34354621
2021
5
A Variational Approach to Scripts.
5
208
33733186
2020
5
A Bayesian Account of Generalist and Specialist Formation Under the Active Inference Framework.
5
209
33286308
2020
5
Inferring What to Do (And What Not to).
5
210
33240146
2020
4
Variational Free Energy and Economics Optimizing With Biases and Bounded Rationality.
4
211
34682030
2021
4
Dynamic Expectation Maximization Algorithm for Estimation of Linear Systems with Colored Noise.
4
212
33376985
2020
3
Paradoxical lesions, plasticity and active inference.
3
213
33505336
2021
3
Compassion As an Intervention to Attune to Universal Suffering of Self and Others in Conflicts: A Translational Framework.
3
214
33584461
2021
3
Toward an Embodied, Embedded Predictive Processing Account.
3
215
33096824
2020
3
Neuromodulatory Control and Language Recovery in Bilingual Aphasia: An Active Inference Approach.
3
216
33039973
2020
3
Aberrant effective connectivity is associated with positive symptoms in first-episode schizophrenia.
3
217
33266666
2018
3
Morphological Computation: Nothing but Physical Computation.
1
218
33948044
2021
3
Immunoceptive inference: why are psychiatric disorders and immune responses intertwined?
3
219
34106918
2021
3
Expectancy-based rhythmic entrainment as continuous Bayesian inference.
3
220
34210008
2021
3
An Active Inference Model of Collective Intelligence.
3
221
34345441
2021
2
Minimal physicalism as a scale-free substrate for cognition and consciousness.
2
222
34457352
2021
2
Towards a computational phenomenology of mental action: modelling meta-awareness and attentional control with deep parametric active inference.
2
223
32433704
2020
2
Exploring disturbance as a force for good in motor learning.
2
224
33828471
2021
2
Brain Entropy During Aging Through a Free Energy Principle Approach.
2
225
33807679
2021
2
Brain Plasticity Mechanisms Underlying Motor Control Reorganization: Pilot Longitudinal Study on Post-Stroke Subjects.
2
226
34113717
2021
2
Why Depressed Mood is Adaptive: A Numerical Proof of Principle for an Evolutionary Systems Theory of Depression.
2
227
33335499
2020
2
A Hybrid Human-Neurorobotics Approach to Primary Intersubjectivity via Active Inference.
2
228
33746730
2021
2
Active Vision for Robot Manipulators Using the Free Energy Principle.
2
229
33810573
2021
2
Multiscale Free Energy Analysis of Human Ecosystem Engineering.
2
230
34199648
2021
2
Information and Self-Organization II: Steady State and Phase Transition.
2
231
34650816
2021
2
Bayesian theories of consciousness: a review in search for a minimal unifying model.
2
232
34819563
2021
2
Active strategies for multisensory conflict suppression in the virtual hand illusion.
2
233
33471182
2021
1
Bayesian mechanics of perceptual inference and motor control in the brain.
1
234
34484808
2021
1
Consciousness in active inference: Deep self-models, other minds, and the challenge of psychedelic-induced ego-dissolution.
1
235
34267621
2021
1
Keeping the Breath in Mind: Respiration, Neural Oscillations, and the Free Energy Principle.
1
236
33362668
2020
1
An Algorithmic Metaphysics of Self-Patterns.
1
237
34068913
2021
1
Message Passing and Metabolism.
1
238
34573780
2021
1
Future-Proofing Startups: Stress Management Principles Based on Adaptive Calibration Model and Active Inference Theory.
1
239
34828219
2021
1
Accessing Active Inference Theory through Its Implicit and Deliberative Practice in Human Organizations.
1
240
34652601
2021
1
An active inference account of protective behaviours during the COVID-19 pandemic.
1
241
32269536
2020
1
A World Unto Itself: Human Communication as Active Inference.
0.5
242
34202804
2021
1
Psychomotor Predictive Processing.
1
243
34945925
2021
0
Affect-Logic, Embodiment, Synergetics, and the Free Energy Principle: New Approaches to the Understanding and Treatment of Schizophrenia.
0
244
34376705
2021
0
Contextual perception under active inference.
0
245
34720895
2021
0
Trust as Extended Control: Human-Machine Interactions as Active Inference.
0
246
34803619
2021
0
Understanding, Explanation, and Active Inference.
0
247
31824382
2019
0
The Gravity of Objects: How Affectively Organized Generative Models Influence Perception and Social Behavior.
0
248
34777176
2021
0
Osteopathy and Mental Health: An Embodied, Predictive, and Interoceptive Framework.
0
249
34827383
2021
0
Epilepsy and Ecstatic Experiences: The Role of the Insula.
0
250
33669529
2021
0
The Free Energy Principle: Good Science and Questionable Philosophy in a Grand Unifying Theory.
0
251
34828082
2021
0
Equality and Freedom as Uncertainty in Groups.
0
252
34945871
2021
0
On Epistemics in Expected Free Energy for Linear Gaussian State Space Models.
0
253
34946007
2021
0
Permutation Entropy as a Universal Disorder Criterion: How Disorders at Different Scale Levels Are Manifestations of the Same Underlying Principle.
0
254
33551917
2021
0
Cooperation and Social Rules Emerging From the Principle of Surprise Minimization.
0
255
33732119
2021
0
The Thalamus as a Blackboard for Perception and Planning.
0
256
34456822
2021
0
Active Inference and Cooperative Communication: An Ecological Alternative to the Alignment View.
0
257
34804145
2021
0
Learning Intuitive Physics and One-Shot Imitation Using State-Action-Prediction Self-Organizing Maps.
0
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
2022
in vitro neurons learn and exhibit sentience when embodied in a simulated game-world
278
2022
Regulative development as a model for origin of life and artificial life studies
279
2022
Mapping Husserlian phenomenology onto active inference
280
2021
Fame in the predictive brain: a deflationary approach
to explaining consciousness in the prediction error
minimization framework
281
2019
Bayesian Frugality and
the Representation
of Attention
282
2022
Canonical neural networks perform active inference
283
2022
Active inference, preference learning and adaptive
behaviour
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