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For: Mirza MB, Adams RA, Mathys C, Friston KJ. Human visual exploration reduces uncertainty about the sensed world. PLoS One 2018;13:e0190429. [PMID: 29304087 PMCID: PMC5755757 DOI: 10.1371/journal.pone.0190429] [Citation(s) in RCA: 49] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2017] [Accepted: 12/14/2017] [Indexed: 11/19/2022]  Open
Number Cited by Other Article(s)
1
Onagawa R, Kudo K, Watanabe K. Systematic bias in representation of reaction time distribution. Q J Exp Psychol (Hove) 2024;77:2084-2097. [PMID: 38336626 DOI: 10.1177/17470218241234650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/12/2024]
2
Hodson R, Mehta M, Smith R. The empirical status of predictive coding and active inference. Neurosci Biobehav Rev 2024;157:105473. [PMID: 38030100 DOI: 10.1016/j.neubiorev.2023.105473] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 10/27/2023] [Accepted: 11/16/2023] [Indexed: 12/01/2023]
3
Pezzulo G, Parr T, Cisek P, Clark A, Friston K. Generating meaning: active inference and the scope and limits of passive AI. Trends Cogn Sci 2024;28:97-112. [PMID: 37973519 DOI: 10.1016/j.tics.2023.10.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 10/03/2023] [Accepted: 10/05/2023] [Indexed: 11/19/2023]
4
Ward EK, Press C. Sixty years of predictive perception. Cortex 2024;170:57-63. [PMID: 38104029 DOI: 10.1016/j.cortex.2023.11.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Revised: 11/14/2023] [Accepted: 11/14/2023] [Indexed: 12/19/2023]
5
Smith R. The path forward for modeling action-oriented cognition as active inference: Comment on "An active inference model of hierarchical action understanding, learning and imitation" by Riccardo Proietti, Giovanni Pezzulo, Alessia Tessari. Phys Life Rev 2023;46:152-154. [PMID: 37437406 DOI: 10.1016/j.plrev.2023.06.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Accepted: 06/27/2023] [Indexed: 07/14/2023]
6
Parr T, Holmes E, Friston KJ, Pezzulo G. Cognitive effort and active inference. Neuropsychologia 2023;184:108562. [PMID: 37080424 PMCID: PMC10636588 DOI: 10.1016/j.neuropsychologia.2023.108562] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Revised: 04/03/2023] [Accepted: 04/11/2023] [Indexed: 04/22/2023]
7
Gijsen S, Grundei M, Blankenburg F. Active inference and the two-step task. Sci Rep 2022;12:17682. [PMID: 36271279 PMCID: PMC9586964 DOI: 10.1038/s41598-022-21766-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Accepted: 09/30/2022] [Indexed: 01/18/2023]  Open
8
Foraging for the self: Environment selection for agency inference. Psychon Bull Rev 2022;30:608-620. [PMID: 36221044 PMCID: PMC10104918 DOI: 10.3758/s13423-022-02187-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/12/2022] [Indexed: 11/08/2022]
9
Chen WH. Perspective view of autonomous control in unknown environment: Dual control for exploitation and exploration vs reinforcement learning. Neurocomputing 2022. [DOI: 10.1016/j.neucom.2022.04.131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
10
Sarasso P, Francesetti G, Roubal J, Gecele M, Ronga I, Neppi-Modona M, Sacco K. Beauty and Uncertainty as Transformative Factors: A Free Energy Principle Account of Aesthetic Diagnosis and Intervention in Gestalt Psychotherapy. Front Hum Neurosci 2022;16:906188. [PMID: 35911596 PMCID: PMC9325967 DOI: 10.3389/fnhum.2022.906188] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 06/09/2022] [Indexed: 11/13/2022]  Open
11
Lin CHS, Garrido MI. Towards a cross-level understanding of Bayesian inference in the brain. Neurosci Biobehav Rev 2022;137:104649. [PMID: 35395333 DOI: 10.1016/j.neubiorev.2022.104649] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2021] [Revised: 02/28/2022] [Accepted: 03/29/2022] [Indexed: 10/18/2022]
12
Smith R, Friston KJ, Whyte CJ. A step-by-step tutorial on active inference and its application to empirical data. JOURNAL OF MATHEMATICAL PSYCHOLOGY 2022;107:102632. [PMID: 35340847 PMCID: PMC8956124 DOI: 10.1016/j.jmp.2021.102632] [Citation(s) in RCA: 37] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
13
Tschantz A, Barca L, Maisto D, Buckley CL, Seth AK, Pezzulo G. Simulating homeostatic, allostatic and goal-directed forms of interoceptive control using active inference. Biol Psychol 2022;169:108266. [DOI: 10.1016/j.biopsycho.2022.108266] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2021] [Revised: 01/06/2022] [Accepted: 01/14/2022] [Indexed: 12/28/2022]
14
Villiger D. How Psychedelic-Assisted Treatment Works in the Bayesian Brain. Front Psychiatry 2022;13:812180. [PMID: 35360137 PMCID: PMC8963812 DOI: 10.3389/fpsyt.2022.812180] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Accepted: 02/11/2022] [Indexed: 11/25/2022]  Open
15
Panitz C, Endres D, Buchholz M, Khosrowtaj Z, Sperl MFJ, Mueller EM, Schubö A, Schütz AC, Teige-Mocigemba S, Pinquart M. A Revised Framework for the Investigation of Expectation Update Versus Maintenance in the Context of Expectation Violations: The ViolEx 2.0 Model. Front Psychol 2021;12:726432. [PMID: 34858264 PMCID: PMC8632008 DOI: 10.3389/fpsyg.2021.726432] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Accepted: 10/20/2021] [Indexed: 12/22/2022]  Open
16
Parr T, Pezzulo G. Understanding, Explanation, and Active Inference. Front Syst Neurosci 2021;15:772641. [PMID: 34803619 PMCID: PMC8602880 DOI: 10.3389/fnsys.2021.772641] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Accepted: 10/15/2021] [Indexed: 11/13/2022]  Open
17
Friston K, Moran RJ, Nagai Y, Taniguchi T, Gomi H, Tenenbaum J. World model learning and inference. Neural Netw 2021;144:573-590. [PMID: 34634605 DOI: 10.1016/j.neunet.2021.09.011] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Revised: 07/28/2021] [Accepted: 09/09/2021] [Indexed: 11/19/2022]
18
Deane G. Consciousness in active inference: Deep self-models, other minds, and the challenge of psychedelic-induced ego-dissolution. Neurosci Conscious 2021;2021:niab024. [PMID: 34484808 PMCID: PMC8408766 DOI: 10.1093/nc/niab024] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 07/26/2021] [Accepted: 08/02/2021] [Indexed: 11/16/2022]  Open
19
Contextual perception under active inference. Sci Rep 2021;11:16223. [PMID: 34376705 PMCID: PMC8355338 DOI: 10.1038/s41598-021-95510-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2020] [Accepted: 06/17/2021] [Indexed: 02/07/2023]  Open
20
Parr T, Limanowski J, Rawji V, Friston K. The computational neurology of movement under active inference. Brain 2021;144:1799-1818. [PMID: 33704439 PMCID: PMC8320263 DOI: 10.1093/brain/awab085] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Revised: 11/08/2020] [Accepted: 12/20/2020] [Indexed: 12/31/2022]  Open
21
Champion T, Grześ M, Bowman H. Realizing Active Inference in Variational Message Passing: The Outcome-Blind Certainty Seeker. Neural Comput 2021;33:2762-2826. [PMID: 34280302 DOI: 10.1162/neco_a_01422] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Accepted: 04/20/2021] [Indexed: 11/04/2022]
22
Parr T, Rikhye RV, Halassa MM, Friston KJ. Prefrontal Computation as Active Inference. Cereb Cortex 2021;30:682-695. [PMID: 31298270 PMCID: PMC7444741 DOI: 10.1093/cercor/bhz118] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2019] [Revised: 05/01/2019] [Accepted: 05/11/2019] [Indexed: 12/22/2022]  Open
23
Alexithymia explains atypical spatiotemporal dynamics of eye gaze in autism. Cognition 2021;212:104710. [PMID: 33862441 DOI: 10.1016/j.cognition.2021.104710] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 03/24/2021] [Accepted: 03/26/2021] [Indexed: 11/23/2022]
24
Parr T, Sajid N, Da Costa L, Mirza MB, Friston KJ. Generative Models for Active Vision. Front Neurorobot 2021;15:651432. [PMID: 33927605 PMCID: PMC8076554 DOI: 10.3389/fnbot.2021.651432] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2021] [Accepted: 03/15/2021] [Indexed: 11/13/2022]  Open
25
Da Costa L, Parr T, Sengupta B, Friston K. Neural Dynamics under Active Inference: Plausibility and Efficiency of Information Processing. ENTROPY (BASEL, SWITZERLAND) 2021;23:454. [PMID: 33921298 PMCID: PMC8069154 DOI: 10.3390/e23040454] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Accepted: 04/06/2021] [Indexed: 02/07/2023]
26
Van de Maele T, Verbelen T, Çatal O, De Boom C, Dhoedt B. Active Vision for Robot Manipulators Using the Free Energy Principle. Front Neurorobot 2021;15:642780. [PMID: 33746730 PMCID: PMC7973267 DOI: 10.3389/fnbot.2021.642780] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Accepted: 02/03/2021] [Indexed: 11/14/2022]  Open
27
Gottwald S, Braun DA. The two kinds of free energy and the Bayesian revolution. PLoS Comput Biol 2020;16:e1008420. [PMID: 33270644 PMCID: PMC7714236 DOI: 10.1371/journal.pcbi.1008420] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]  Open
28
Da Costa L, Parr T, Sajid N, Veselic S, Neacsu V, Friston K. Active inference on discrete state-spaces: A synthesis. JOURNAL OF MATHEMATICAL PSYCHOLOGY 2020;99:102447. [PMID: 33343039 PMCID: PMC7732703 DOI: 10.1016/j.jmp.2020.102447] [Citation(s) in RCA: 73] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Revised: 07/23/2020] [Accepted: 09/03/2020] [Indexed: 05/05/2023]
29
Heins RC, Mirza MB, Parr T, Friston K, Kagan I, Pooresmaeili A. Deep Active Inference and Scene Construction. Front Artif Intell 2020;3:509354. [PMID: 33733195 PMCID: PMC7861336 DOI: 10.3389/frai.2020.509354] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2019] [Accepted: 09/10/2020] [Indexed: 11/17/2022]  Open
30
Seth AK, Millidge B, Buckley CL, Tschantz A. Curious Inferences: Reply to Sun and Firestone on the Dark Room Problem. Trends Cogn Sci 2020;24:681-683. [DOI: 10.1016/j.tics.2020.05.011] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2020] [Accepted: 05/22/2020] [Indexed: 10/23/2022]
31
Zhuang X, Yang Z, Cordes D. A technical review of canonical correlation analysis for neuroscience applications. Hum Brain Mapp 2020;41:3807-3833. [PMID: 32592530 PMCID: PMC7416047 DOI: 10.1002/hbm.25090] [Citation(s) in RCA: 70] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Accepted: 05/23/2020] [Indexed: 12/11/2022]  Open
32
Daucé E, Albiges P, Perrinet LU. A dual foveal-peripheral visual processing model implements efficient saccade selection. J Vis 2020;20:22. [PMID: 38755789 PMCID: PMC7443118 DOI: 10.1167/jov.20.8.22] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2020] [Accepted: 05/07/2020] [Indexed: 11/24/2022]  Open
33
Smith R, Schwartenbeck P, Parr T, Friston KJ. An Active Inference Approach to Modeling Structure Learning: Concept Learning as an Example Case. Front Comput Neurosci 2020;14:41. [PMID: 32508611 PMCID: PMC7250191 DOI: 10.3389/fncom.2020.00041] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2019] [Accepted: 04/17/2020] [Indexed: 11/13/2022]  Open
34
Adams RA, Moutoussis M, Nour MM, Dahoun T, Lewis D, Illingworth B, Veronese M, Mathys C, de Boer L, Guitart-Masip M, Friston KJ, Howes OD, Roiser JP. 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. Cereb Cortex 2020;30:3573-3589. [PMID: 32083297 PMCID: PMC7233027 DOI: 10.1093/cercor/bhz327] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2019] [Revised: 11/18/2019] [Accepted: 12/05/2019] [Indexed: 12/17/2022]  Open
35
Parr T. Inferring What to Do (And What Not to). ENTROPY (BASEL, SWITZERLAND) 2020;22:E536. [PMID: 33286308 PMCID: PMC7517030 DOI: 10.3390/e22050536] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Revised: 05/04/2020] [Accepted: 05/07/2020] [Indexed: 12/18/2022]
36
Linson A, Parr T, Friston KJ. Active inference, stressors, and psychological trauma: A neuroethological model of (mal)adaptive explore-exploit dynamics in ecological context. Behav Brain Res 2020;380:112421. [PMID: 31830495 PMCID: PMC6961115 DOI: 10.1016/j.bbr.2019.112421] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2019] [Revised: 12/06/2019] [Accepted: 12/07/2019] [Indexed: 12/28/2022]
37
Chamberlin DE. The Predictive Processing Model of EMDR. Front Psychol 2019;10:2267. [PMID: 31636594 PMCID: PMC6787636 DOI: 10.3389/fpsyg.2019.02267] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2019] [Accepted: 09/23/2019] [Indexed: 12/11/2022]  Open
38
Mirza MB, Adams RA, Friston K, Parr T. Introducing a Bayesian model of selective attention based on active inference. Sci Rep 2019;9:13915. [PMID: 31558746 PMCID: PMC6763492 DOI: 10.1038/s41598-019-50138-8] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2019] [Accepted: 08/28/2019] [Indexed: 11/26/2022]  Open
39
Parr T, Corcoran AW, Friston KJ, Hohwy J. Perceptual awareness and active inference. Neurosci Conscious 2019;2019:niz012. [PMID: 31528360 PMCID: PMC6734140 DOI: 10.1093/nc/niz012] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Revised: 05/24/2019] [Accepted: 07/28/2019] [Indexed: 12/16/2022]  Open
40
Parr T, Friston KJ. The computational pharmacology of oculomotion. Psychopharmacology (Berl) 2019;236:2473-2484. [PMID: 30982126 PMCID: PMC6695358 DOI: 10.1007/s00213-019-05240-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/28/2018] [Accepted: 02/18/2019] [Indexed: 12/26/2022]
41
Dynamic Causal Modelling of Active Vision. J Neurosci 2019;39:6265-6275. [PMID: 31182633 PMCID: PMC6687902 DOI: 10.1523/jneurosci.2459-18.2019] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2018] [Revised: 03/08/2019] [Accepted: 03/11/2019] [Indexed: 11/27/2022]  Open
42
Parr T, Markovic D, Kiebel SJ, Friston KJ. Neuronal message passing using Mean-field, Bethe, and Marginal approximations. Sci Rep 2019;9:1889. [PMID: 30760782 PMCID: PMC6374414 DOI: 10.1038/s41598-018-38246-3] [Citation(s) in RCA: 55] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2018] [Accepted: 12/19/2018] [Indexed: 01/08/2023]  Open
43
Parr T, Friston KJ. The Anatomy of Inference: Generative Models and Brain Structure. Front Comput Neurosci 2018;12:90. [PMID: 30483088 PMCID: PMC6243103 DOI: 10.3389/fncom.2018.00090] [Citation(s) in RCA: 81] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2018] [Accepted: 10/25/2018] [Indexed: 01/02/2023]  Open
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Mirza MB, Adams RA, Parr T, Friston K. Impulsivity and Active Inference. J Cogn Neurosci 2018;31:202-220. [PMID: 30407133 DOI: 10.1162/jocn_a_01352] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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Parr T, Benrimoh DA, Vincent P, Friston KJ. Precision and False Perceptual Inference. Front Integr Neurosci 2018;12:39. [PMID: 30294264 PMCID: PMC6158318 DOI: 10.3389/fnint.2018.00039] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2018] [Accepted: 08/30/2018] [Indexed: 12/24/2022]  Open
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Parr T, Friston KJ. The Discrete and Continuous Brain: From Decisions to Movement-And Back Again. Neural Comput 2018. [PMID: 29894658 DOI: 10.1162/neco˙a˙01102] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
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Parr T, Friston KJ. The Discrete and Continuous Brain: From Decisions to Movement-And Back Again. Neural Comput 2018;30:2319-2347. [PMID: 29894658 PMCID: PMC6115199 DOI: 10.1162/neco_a_01102] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Franklin NT, Frank MJ. Compositional clustering in task structure learning. PLoS Comput Biol 2018;14:e1006116. [PMID: 29672581 PMCID: PMC5929577 DOI: 10.1371/journal.pcbi.1006116] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2017] [Revised: 05/01/2018] [Accepted: 04/03/2018] [Indexed: 11/18/2022]  Open
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Parr T, Rees G, Friston KJ. Computational Neuropsychology and Bayesian Inference. Front Hum Neurosci 2018. [PMID: 29527157 PMCID: PMC5829460 DOI: 10.3389/fnhum.2018.00061] [Citation(s) in RCA: 72] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]  Open
50
Goh JOS, Hung HY, Su YS. A conceptual consideration of the free energy principle in cognitive maps: How cognitive maps help reduce surprise. PSYCHOLOGY OF LEARNING AND MOTIVATION 2018. [DOI: 10.1016/bs.plm.2018.09.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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