Browse by UCL people
Group by: Type | Date
Number of items: 546.
2025
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Battaglia, Simone;
Servajean, Philippe;
Friston, Karl J;
(2025)
The paradox of the self-studying brain: Timescales, self-representation, and roots of consciousness. Reply to comments on 'The paradox of the self-studying brain'.
Physics of Life Reviews
, 54
pp. 162-165.
10.1016/j.plrev.2025.07.008.
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Da Costa, Lancelot;
Gavenčiak, Tomáš;
Hyland, David;
Samiei, Mandana;
Dragos-Manta, Cristian;
Pattisapu, Candice;
Razi, Adeel;
(2025)
Possible Principles for Aligned Structure Learning Agents.
Neural Computation
pp. 1-47.
10.1162/NECO.a.39.
(In press).
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Friston, Karl J;
Salvatori, Tommaso;
Isomura, Takuya;
Tschantz, Alexander;
Kiefer, Alex;
Verbelen, Tim;
Koudahl, Magnus;
... Ramstead, Maxwell JD; + view all
(2025)
Active Inference and Intentional Behavior.
Neural Computation
, 37
(4)
pp. 666-700.
10.1162/neco_a_01738.
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Guo, Z;
Yang, J;
Li, S;
Guo, L;
Chen, WH;
Friston, KJ;
(2025)
RAID-AgiVS: A Bio-Inspired Reciprocal Perceptual Control Framework for Agile Visual Servo.
IEEE Transactions on Robotics
10.1109/TRO.2025.3626647.
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Nara, Sanjeev;
Baliki, Marwan N;
Friston, Karl J;
Ray, Dipanjan;
(2025)
The Functional Anatomy of Nociception: Effective Connectivity in Chronic Pain and Placebo Response.
The Journal of Neuroscience
, Article e1447242025. 10.1523/JNEUROSCI.1447-24.2025.
(In press).
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Rosen, Stuart D;
Friston, Karl J;
(2025)
Artificial intelligence-the death of hypothesis-led research?
QJM: An International Journal of Medicine
, Article hcaf174. 10.1093/qjmed/hcaf174.
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Soden, Paul A;
Bhat, Anjali;
Anderson, Adam K;
Friston, Karl;
(2025)
The meltdown pathway: A multidisciplinary account of autistic meltdowns.
Psychological Review
10.1037/rev0000543.
(In press).
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Trapp, Sabrina;
Friston, Karl;
Schroeger, Erich;
Parr, Thomas;
(2025)
Towards a theory of biological intelligence.
New Ideas in Psychology
, 78
, Article 101156. 10.1016/j.newideapsych.2025.101156.
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Tucker, DM;
Luu, P;
Friston, KJ;
(2025)
Adaptive consolidation of active inference: excitatory and inhibitory mechanisms for organizing feedforward and feedback memory systems in sleep.
Cerebral Cortex
, 35
(5)
, Article bhaf122. 10.1093/cercor/bhaf122.
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2024
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Albarracin, Mahault;
Pitliya, Riddhi J;
St. Clere Smithe, Toby;
Friedman, Daniel Ari;
Friston, Karl;
Ramstead, Maxwell JD;
(2024)
Shared Protentions in Multi-Agent Active Inference.
Entropy
, 26
(4)
, Article 303. 10.3390/e26040303.
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Anokhin, Petr;
Sorokin, Artyom;
Burtsev, Mikhail;
Friston, Karl;
(2024)
Associative Learning and Active Inference.
Neural Computation
, 36
(12)
pp. 2602-2635.
10.1162/neco_a_01711.
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Carmichael, David W;
Vulliemoz, Serge;
Murta, Teresa;
Chaudhary, Umair;
Perani, Suejen;
Rodionov, Roman;
Rosa, Maria Joao;
... Lemieux, Louis; + view all
(2024)
Measurement of the Mapping between Intracranial EEG and fMRI Recordings in the Human Brain.
Bioengineering
, 11
(3)
, Article 224. 10.3390/bioengineering11030224.
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Constant, Axel;
Friston, Karl John;
Clark, Andy;
(2024)
Cultivating creativity: predictive brains and the enlightened room problem.
Philosophical Transactions of the Royal Society B: Biological Sciences
, 379
(1895)
, Article 20220415. 10.1098/rstb.2022.0415.
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Cooray, Gerald Kaushallye;
Rosch, Richard Ewald;
Friston, Karl John;
(2024)
Modelling cortical network dynamics.
Discover Applied Sciences
, 6
, Article 36. 10.1007/s42452-024-05624-8.
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Emmenegger, Tim M;
Pfyffer, Dario;
Curt, Armin;
Schading-Sassenhausen, Simon;
Hupp, Markus;
Ashburner, John;
Friston, Karl;
... Freund, Patrick; + view all
(2024)
Longitudinal motor system changes from acute to chronic spinal cord injury.
European Journal of Neurology
, Article e16196. 10.1111/ene.16196.
(In press).
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Heins, C;
Millidge, B;
Da Costa, L;
Mann, RP;
Friston, KJ;
Couzin, ID;
(2024)
Collective behavior from surprise minimization.
Proceedings of the National Academy of Sciences of the United States of America (PNAS)
, 121
(17)
, Article e2320239121. 10.1073/pnas.2320239121.
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Laureys, Steven;
Raichle, Marc;
Friston, Karl J;
Whitfield-Gabrieli, Susan;
Whitwell, Jennifer L;
Calhoun, Vince;
Douw, Linda;
(2024)
A Roundtable Discussion on Brain Connectivity.
Brain Connectivity
10.1089/brain.2024.0037.
(In press).
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Li, Baojuan;
Zhao, Na;
Tang, Nailong;
Friston, Karl J;
Zhai, Wensheng;
Wu, Di;
Liu, Junchang;
... Wang, Huaning; + view all
(2024)
Targeting suicidal ideation in major depressive disorder with MRI-navigated Stanford accelerated intelligent neuromodulation therapy.
Transl Psychiatry
, 14
(1)
, Article 21. 10.1038/s41398-023-02707-9.
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Luu, Phan;
Tucker, Don M;
Friston, Karl;
(2024)
From active affordance to active inference: vertical integration of cognition in the cerebral cortex through dual subcortical control systems.
Cerebral Cortex
, 34
(1)
, Article bhad458. 10.1093/cercor/bhad458.
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Manrique, HM;
Friston, KJ;
Walker, MJ;
(2024)
'Snakes and ladders' in paleoanthropology: From cognitive surprise to skillfulness a million years ago.
Physics of Life Reviews
, 49
pp. 40-70.
10.1016/j.plrev.2024.01.004.
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Medrano, Johan;
Friston, Karl;
Zeidman, Peter;
(2024)
Linking fast and slow: the case for generative models.
Network Neuroscience
10.1162/netn_a_00343.
(In press).
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Mobbs, Dean;
Wise, Toby;
Tashjian, Sarah;
Zhang, JiaJin;
Friston, Karl;
Headley, Drew;
(2024)
Survival in a world of complex dangers.
Neuroscience & Biobehavioral Reviews
, 167
, Article 105924. 10.1016/j.neubiorev.2024.105924.
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Murphy, E;
Holmes, E;
Friston, K;
(2024)
Natural language syntax complies with the free-energy principle.
Synthese
, 203
, Article 154. 10.1007/s11229-024-04566-3.
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Norris, Jamie;
Chari, Aswin;
Van Blooijs, Dorien;
Cooray, Gerald K;
Friston, Karl;
Tisdall, Martin M;
Rosch, Richard E;
(2024)
Localising the Seizure Onset Zone from Single-Pulse
Electrical Stimulation Responses with a CNN Transformer.
In: Deshpande, Kaivalya and Fiterau, Madalina and Joshi, Shalmali and Lipton, Zachary and Ranganath, Rajesh and Urteaga, Iñigo, (eds.)
Proceedings of the 9th Machine Learning for Healthcare Conference: PMLR.
(pp. pp. 1-21).
PMLR: Toronto, Canada.
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Novelli, Leonardo;
Friston, Karl;
Razi, Adeel;
(2024)
Spectral dynamic causal modeling: A didactic introduction and its relationship with functional connectivity.
Network Neuroscience
, 8
(1)
pp. 178-202.
10.1162/netn_a_00348.
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Palacios, ER;
Chadderton, P;
Friston, K;
Houghton, C;
(2024)
Cerebellar state estimation enables resilient coupling across behavioural domains.
Scientific Reports
, 14
(1)
, Article 6641. 10.1038/s41598-024-56811-x.
(In press).
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Parr, Thomas;
Friston, Karl;
Zeidman, Peter;
(2024)
Active Data Selection and Information Seeking.
Algorithms
, 17
(3)
, Article 118. 10.3390/a17030118.
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Pezzulo, Giovanni;
D'Amato, Leo;
Mannella, Francesco;
Priorelli, Matteo;
Van de Maele, Toon;
Stoianov, Ivilin Peev;
Friston, Karl;
(2024)
Neural representation in active inference: Using generative models to interact with-and understand-the lived world.
Annals of the New York Academy of Sciences
, 1534
(1)
pp. 45-68.
10.1111/nyas.15118.
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Schoeller, Felix;
Horowitz, Adam Haar;
Jain, Abhinandan;
Maes, Pattie;
Reggente, Nicco;
Christov-Moore, Leonardo;
Pezzulo, Giovanni;
... Friston, Karl; + view all
(2024)
Interoceptive technologies for psychiatric interventions: From diagnosis to clinical applications.
Neuroscience and Biobehavioral Reviews
, 156
, Article 105478. 10.1016/j.neubiorev.2023.105478.
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Sedley, William;
Kumar, Sukhbinder;
Jones, Siobhan;
Levy, Andrew;
Friston, Karl;
Griffiths, Tim;
Goldsmith, Paul;
(2024)
Migraine as an allostatic reset triggered by unresolved interoceptive prediction errors.
Neuroscience & Biobehavioral Reviews
, 157
, Article 105536. 10.1016/j.neubiorev.2024.105536.
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Sisodiya, SM;
Gulcebi, MI;
Fortunato, F;
Mills, JD;
Haynes, E;
Bramon, E;
Chadwick, P;
... Hanna, MG; + view all
(2024)
Climate change and disorders of the nervous system.
The Lancet Neurology
, 23
(6)
pp. 636-648.
10.1016/S1474-4422(24)00087-5.
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Stein, Dan J;
Nielsen, Kris;
Hartford, Anna;
Gagné-Julien, Anne-Marie;
Glackin, Shane;
Friston, Karl;
Maj, Mario;
... Aftab, Awais; + view all
(2024)
Philosophy of psychiatry: theoretical advances and clinical implications.
World Psychiatry
, 23
(2)
pp. 215-232.
10.1002/wps.21194.
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Stubbs, Gareth;
Friston, Karl;
(2024)
The police hunch: the Bayesian brain, active inference, and the free energy principle in action.
Frontiers in Psychology
, 15
, Article 1368265. 10.3389/fpsyg.2024.1368265.
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Van de Cruys, Sander;
Frascaroli, Jacopo;
Friston, Karl;
(2024)
Order and change in art: towards an active inference account of aesthetic experience.
Philosophical Transactions of the Royal Society B: Biological Sciences
, 379
(1895)
, Article 20220411. 10.1098/rstb.2022.0411.
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Wang, Jia;
Li, Baojuan;
Liu, Jian;
Li, Jiaming;
Razi, Adeel;
Zheng, Kaizhong;
Yan, Baoyu;
... Friston, Karl; + view all
(2024)
Large-scale effective connectivity analysis reveals the existence of two mutual inhibitory systems in patients with major depression.
NeuroImage: Clinical
, 41
, Article 103556. 10.1016/j.nicl.2023.103556.
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2023
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Adams, Natalie E;
Jafarian, Amirhossein;
Perry, Alistair;
Rouse, Matthew A;
Shaw, Alexander D;
Murley, Alexander G;
Cope, Thomas E;
... Rowe, James B; + view all
(2023)
Neurophysiological consequences of synapse loss in progressive supranuclear palsy.
Brain
, Article awac471. 10.1093/brain/awac471.
(In press).
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Azzarito, Michela;
Emmenegger, Tim;
Ziegler, Gabriel;
Huber, Eveline;
Grabher, Patrick;
Callaghan, Martina F;
Thompson, Alan;
... Freund, Patrick; + view all
(2023)
Coherent, time-shifted patterns of microstructural plasticity during motor-skill learning.
Neuroimage
, 274
, Article 120128. 10.1016/j.neuroimage.2023.120128.
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Badcock, PB;
Friston, KJ;
(2023)
The separation distress hypothesis: The ultimate theory of depression?
Neuropsychoanalysis
, 25
(2)
pp. 161-164.
10.1080/15294145.2023.2262471.
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Bettinger, Jesse S;
Friston, Karl J;
(2023)
Conceptual foundations of physiological regulation incorporating the free energy principle and self-organized criticality.
Neuroscience & Biobehavioral Reviews
, 155
, Article 105459. 10.1016/j.neubiorev.2023.105459.
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Bowie, C;
Friston, K;
(2023)
Using a Dynamic Causal Model to validate previous predictions and offer a 12-month forecast of the long-term effects of the COVID-19 epidemic in the UK.
Frontiers in Public Health
, 10
, Article 1108886. 10.3389/fpubh.2022.1108886.
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Brouillet, D;
Friston, K;
(2023)
Relative fluency (unfelt vs felt) in active inference.
Consciousness and Cognition
, 115
, Article 103579. 10.1016/j.concog.2023.103579.
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Ciaunica, Anna;
Levin, Michael;
Rosas, Fernando E;
Friston, Karl;
(2023)
Nested Selves: Self-Organization and Shared Markov Blankets in Prenatal Development in Humans.
Topics in Cognitive Science
10.1111/tops.12717.
(In press).
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Collerton, Daniel;
Barnes, James;
Diederich, Nico J;
Dudley, Rob;
Ffytche, Dominic;
Friston, Karl;
Goetz, Christopher G;
... Weil, Rimona S; + view all
(2023)
Understanding visual hallucinations: a new synthesis.
Neuroscience & Biobehavioral Reviews
, 150
, Article 105208. 10.1016/j.neubiorev.2023.105208.
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Cooray, Gerald Kaushallye;
Rosch, Richard Ewald;
Friston, Karl John;
(2023)
Global dynamics of neural mass models.
PLOS Computational Biology
, 19
(2)
, Article e1010915. 10.1371/journal.pcbi.1010915.
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Corcoran, Andrew W;
Hohwy, Jakob;
Friston, Karl J;
(2023)
Accelerating scientific progress through Bayesian adversarial collaboration.
Neuron
, 111
(22)
pp. 3505-3516.
10.1016/j.neuron.2023.08.027.
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Da Costa, Lancelot;
Sajid, Noor;
Parr, Thomas;
Friston, Karl;
Smith, Ryan;
(2023)
Reward Maximization Through Discrete Active Inference.
Neural Computation
pp. 1-46.
10.1162/neco_a_01574.
(In press).
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De Ridder, Dirk;
Friston, Karl;
Sedley, William;
Vanneste, Sven;
(2023)
A parahippocampal-sensory Bayesian vicious circle generates pain or tinnitus: a source-localized EEG study.
Brain Communications
, 5
(3)
, Article fcad132. 10.1093/braincomms/fcad132.
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Dezhina, Zalina;
Smallwood, Jonathan;
Xu, Ting;
Turkheimer, Federico E;
Moran, Rosalyn J;
Friston, Karl J;
Leech, Robert;
(2023)
Establishing brain states in neuroimaging data.
PLoS Computational Biology
, 19
(10)
, Article e1011571. 10.1371/journal.pcbi.1011571.
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Fagerholm, Erik D;
Dezhina, Zalina;
Moran, Rosalyn J;
Friston, Karl J;
Turkheimer, Federico;
Leech, Robert;
(2023)
Selection entropy: The information hidden within neuronal patterns.
Physical Review Research
, 5
(2)
, Article 023197. 10.1103/PhysRevResearch.5.023197.
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Fields, Chris;
Fabrocini, Filippo;
Friston, Karl;
Glazebrook, James F;
Hazan, Hananel;
Levin, Michael;
Marcianò, Antonino;
(2023)
Control flow in active inference systems Part I: Classical and quantum formulations of active inference.
IEEE Transactions on Molecular, Biological, and Multi-Scale Communications
10.1109/TMBMC.2023.3272150.
(In press).
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Fields, Chris;
Fabrocini, Filippo;
Friston, Karl;
Glazebrook, James F;
Hazan, Hananel;
Levin, Michael;
Marcianò, Antonino;
(2023)
Control flow in active inference systems Part II: Tensor networks as general models of control flow.
IEEE Transactions on Molecular, Biological and Multi-Scale Communications
p. 1.
10.1109/TMBMC.2023.3272158.
(In press).
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Friston, K;
(2023)
Cultural mechanics: Comment on: “To copy or not to copy? That is the question! From chimpanzees to the foundation of human technological culture” by Héctor M. Manrique, and Michael J. Walker.
Physics of Life Reviews
, 46
pp. 76-79.
10.1016/j.plrev.2023.06.001.
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Friston, K;
(2023)
The many faces of action: Comment on “An active inference model of hierarchical action understanding, learning and imitation” by Proietti, Pezzulo, and Tessari.
Physics of Life Reviews
, 46
pp. 125-128.
10.1016/j.plrev.2023.06.007.
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Friston, K;
Da Costa, L;
Sajid, N;
Heins, C;
Ueltzhöffer, K;
Pavliotis, GA;
Parr, T;
(2023)
The free energy principle made simpler but not too simple.
Physics Reports
, 1024
pp. 1-29.
10.1016/j.physrep.2023.07.001.
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Friston, K;
Da Costa, L;
Sakthivadivel, DAR;
Heins, C;
Pavliotis, GA;
Ramstead, M;
Parr, T;
(2023)
Path integrals, particular kinds, and strange things.
Physics of Life Reviews
, 47
pp. 35-62.
10.1016/j.plrev.2023.08.016.
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Friston, Karl J;
Parr, Thomas;
Heins, Conor;
Constant, Axel;
Friedman, Daniel;
Isomura, Takuya;
Fields, Chris;
... Frith, Christopher D; + view all
(2023)
Federated inference and belief sharing.
Neuroscience & Biobehavioral Reviews
, 156
, Article 105500. 10.1016/j.neubiorev.2023.105500.
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Isomura, T;
Kotani, K;
Jimbo, Y;
Friston, KJ;
(2023)
Experimental validation of the free-energy principle with in vitro neural networks.
Nature Communications
, 14
(1)
, Article 4547. 10.1038/s41467-023-40141-z.
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Jafarian, A;
Hughes, LE;
Adams, NE;
Lanskey, JH;
Naessens, M;
Rouse, MA;
Murley, AG;
... Rowe, JB; + view all
(2023)
Neurochemistry-enriched dynamic causal models of magnetoencephalography, using magnetic resonance spectroscopy.
NeuroImage
, 276
, Article 120193. 10.1016/j.neuroimage.2023.120193.
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Jin, J;
Zeidman, P;
Friston, KJ;
Kotov, R;
(2023)
Inferring Trajectories of Psychotic Disorders Using Dynamic Causal Modeling.
Computational Psychiatry
, 7
(1)
pp. 60-75.
10.5334/cpsy.94.
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Katsanevaki, Christini;
Bastos, André M;
Cagnan, Hayriye;
Bosman, Conrado A;
Friston, Karl J;
Fries, Pascal;
(2023)
Attentional effects on local V1 microcircuits explain selective V1-V4 communication.
NeuroImage
, 281
, Article 120375. 10.1016/j.neuroimage.2023.120375.
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Lehmann, Konrad;
Bolis, Dimitris;
Friston, Karl J;
Schilbach, Leonhard;
Ramstead, Maxwell JD;
Kanske, Philipp;
(2023)
An Active-Inference Approach to Second-Person Neuroscience.
Perspectives on Psychological Science
10.1177/17456916231188000.
(In press).
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McParlin, Z;
Cerritelli, F;
Manzotti, A;
Friston, KJ;
Esteves, JE;
(2023)
Therapeutic touch and therapeutic alliance in pediatric care and neonatology: An active inference framework.
Frontiers in Pediatrics
, 11
, Article 961075. 10.3389/fped.2023.961075.
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Novicky, Filip;
Parr, Thomas;
Friston, Karl;
Mirza, Muammer Berk;
Sajid, Noor;
(2023)
Bistable perception, precision and neuromodulation.
Cerebral Cortex
, Article bhad401. 10.1093/cercor/bhad401.
(In press).
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Parr, T;
Friston, K;
Pezzulo, G;
(2023)
Generative models for sequential dynamics in active inference.
Cognitive Neurodynamics
10.1007/s11571-023-09963-x.
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Parr, T;
Holmes, E;
Friston, KJ;
Pezzulo, G;
(2023)
Cognitive effort and active inference.
Neuropsychologia
, 184
, Article 108562. 10.1016/j.neuropsychologia.2023.108562.
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Pezzulo, Giovanni;
Parr, Thomas;
Cisek, Paul;
Clark, Andy;
Friston, Karl;
(2023)
Generating meaning: active inference and the scope and limits of passive AI.
Trends in Cognitive Sciences
S1364-6613(23)00260.
10.1016/j.tics.2023.10.002.
(In press).
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Ramstead, Maxwell JD;
Sakthivadivel, Dalton AR;
Heins, Conor;
Koudahl, Magnus;
Millidge, Beren;
Da Costa, Lancelot;
Klein, Brennan;
(2023)
On Bayesian mechanics: a physics of and by beliefs.
Interface Focus
, 13
(3)
, Article 20220029. 10.1098/rsfs.2022.0029.
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Sajid, Noor;
Gajardo-Vidal, Andrea;
Ekert, Justyna O;
Lorca-Puls, Diego L;
Hope, Thomas MH;
Green, David W;
Friston, Karl J;
(2023)
Degeneracy in the neurological model of auditory speech repetition.
Communications Biology
, 6
(1)
, Article 1161. 10.1038/s42003-023-05515-5.
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Schilling, Achim;
Sedley, William;
Gerum, Richard;
Metzner, Claus;
Tziridis, Konstantin;
Maier, Andreas;
Schulze, Holger;
... Krauss, Patrick; + view all
(2023)
Predictive coding and stochastic resonance as fundamental principles of auditory phantom perception.
Brain
, Article awad255. 10.1093/brain/awad255.
(In press).
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Vargas, G;
Araya, D;
Sepulveda, P;
Rodriguez-Fernandez, M;
Friston, KJ;
Sitaram, R;
El-Deredy, W;
(2023)
Self-regulation learning as active inference: dynamic causal modeling of an fMRI neurofeedback task.
Frontiers in Neuroscience
, 17
, Article 1212549. 10.3389/fnins.2023.1212549.
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Yuan, K;
Sajid, N;
Friston, K;
Li, Z;
(2023)
Hierarchical generative modelling for autonomous robots.
Nature Machine Intelligence
10.1038/s42256-023-00752-z.
(In press).
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Zheng, Kaizhong;
Li, Baojuan;
Lu, Hongbing;
Wang, Huaning;
Liu, Jin;
Yan, Baoyu;
Friston, Karl J;
... Li, Lingjiang; + view all
(2023)
Aberrant temporal–spatial complexity of intrinsic fluctuations in major depression.
European Archives of Psychiatry and Clinical Neuroscience
, 273
pp. 169-181.
10.1007/s00406-022-01403-x.
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2022
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Allen, Micah;
Levy, Andrew;
Parr, Thomas;
Friston, Karl J;
(2022)
In the Body's Eye: The computational anatomy of interoceptive inference.
PLoS Computational Biology
, 18
(9)
, Article e1010490. 10.1371/journal.pcbi.1010490.
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Anil Meera, Ajith;
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Sajid, Noor;
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Reclaiming saliency: Rhythmic precision-modulated action and perception.
Frontiers in Neurorobotics
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Stress and its sequelae: An active inference account of the etiological pathway from allostatic overload to depression.
Neuroscience & Biobehavioral Reviews
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Directed coupling in multi-brain networks underlies generalized synchrony during social exchange.
Neuroimage
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Enhanced top-down sensorimotor processing in somatic anxiety.
Translational Psychiatry
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Bowie, Cam;
Friston, Karl;
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A 12-month projection to September 2022 of the COVID-19 epidemic in the UK using a dynamic causal model.
Front Public Health
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Metastable oscillatory modes emerge from synchronization in the brain spacetime connectome.
Communications Physics
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I overthink-Therefore I am not: An active inference account of altered sense of self and agency in depersonalisation disorder.
Consciousness and Cognition
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Integrating Evolutionary, Cultural, and Computational Psychiatry: A Multilevel Systemic Approach.
Frontiers in Psychiatry
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How Active Inference Could Help Revolutionise Robotics.
Entropy
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GeoSPM: Geostatistical parametric mapping for medicine.
ArXiv
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Friston, KJ;
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Osteopathic Care as (En)active Inference: A Theoretical Framework for Developing an Integrative Hypothesis in Osteopathy.
Frontiers in Psychology
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Estimating anisotropy directly via neural timeseries.
Journal of Computational Neuroscience
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Royal Society Open Science
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The free energy principle induces neuromorphic development.
Neuromorphic Computing and Engineering
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Fields, Chris;
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A free energy principle for generic quantum systems.
Progress in Biophysics and Molecular Biology
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Physics of Life Reviews
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Computational psychiatry: from synapses to sentience.
Molecular Psychiatry
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Scientific Reports
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Communications Biology
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Neuron
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Frontiers in Neurorobotics
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An Active Inference Account of Touch and Verbal Communication in Therapy.
Frontiers in Psychology
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Brain information processing capacity modeling.
Scientific Reports
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Disorganization of Semantic Brain Networks in Schizophrenia Revealed by fMRI.
Schizophrenia Bulletin
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Therapeutic Alliance as Active Inference: The Role of Therapeutic Touch and Biobehavioural Synchrony in Musculoskeletal Care.
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Augmenting Human Selves Through Artificial Agents - Lessons From the Brain.
Frontiers in Computer Neuroscience
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Dynamic causal modelling shows a prominent role of local inhibition in alpha power modulation in higher visual cortex.
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Blood Oxygenation Level-Dependent Response to Multiple Grip Forces in Multiple Sclerosis: Going Beyond the Main Effect of Movement in Brodmann Area 4a and 4p.
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Active Inferants: An Active Inference Framework for Ant Colony Behavior.
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Network Neuroscience
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Brief Mindfulness Meditation Induces Gray Matter Changes in a Brain Hub.
Neural Plasticity
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Frontiers in Psychology
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A World Unto Itself: Human Communication as Active Inference.
Frontiers in Psychology
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Cerebral Cortex
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The effect of global signal regression on DCM estimates of noise and effective connectivity from resting state fMRI.
Neuroimage
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Physics of Life Reviews
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Cognitive, Affective, & Behavioral Neuroscience
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PLoS One
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Human Brain Mapping
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REBUS and the Anarchic Brain: Toward a Unified Model of the Brain Action of Psychedelics.
Pharmacological Reviews
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Regimes of Expectations: An Active Inference Model of Social Conformity and Human Decision Making.
Frontiers in Neuroscience
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Using resting-state DMN effective connectivity to characterize the neurofunctional architecture of empathy.
Scientific Reports
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PLoS Biol
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Modeling subjective belief states in computational psychiatry: interoceptive inference as a candidate framework.
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Dynamic Causal Modeling of the Relationship between Cognition and Theta-alpha Oscillations in Adults with Down Syndrome.
Cerebral Cortex
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A multi-scale view of the emergent complexity of life: A free-energy proposal.
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Recovery after stroke: not so proportional after all?
Brain
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Bayesian Filtering with Multiple Internal Models: Toward a Theory of Social Intelligence.
Neural Computation
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Neurovascular coupling: insights from multi-modal dynamic causal modelling of fMRI and MEG.
ArXiv: Ithaca, NY, USA.
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Cerebral Cortex
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Reframing PTSD for computational psychiatry with the active inference framework.
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Biological Cybernetics
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Scientific Reports
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Effective connectivity changes in LSD-induced altered states of consciousness in humans.
Proceedings of the National Academy of Sciences
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Physics of Life Reviews
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Adaptive Behavior
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Selective Prefrontal Disinhibition in a Roving Auditory Oddball Paradigm Under N-Methyl-D-Aspartate Receptor Blockade.
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Locus Coeruleus tracking of prediction errors optimises cognitive flexibility: An Active Inference model.
PLoS Computational Biology
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Computational mechanisms of curiosity and goal-directed exploration.
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Neurocomputational mechanisms underlying emotional awareness: Insights afforded by deep active inference and their potential clinical relevance.
Neuroscience & Biobehavioral Reviews
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Simulating Emotions: An Active Inference Model of Emotional State Inference and Emotion Concept Learning.
Frontiers in Psychology
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Linking structural and effective brain connectivity: structurally informed Parametric Empirical Bayes (si-PEB).
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MRI in traumatic spinal cord injury: from clinical assessment to neuroimaging biomarkers.
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Neuroimage
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Thinking Through Other Minds: A Variational Approach to Cognition and Culture.
Behavioral and Brain Sciences
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With an eye on uncertainty: Modelling pupillary responses to environmental volatility.
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A guide to group effective connectivity analysis, part 1: First level analysis with DCM for fMRI.
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A guide to group effective connectivity analysis, part 2: Second level analysis with PEB.
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From cognitivism to autopoiesis: towards a computational framework for the embodied mind.
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Variability and reliability of effective connectivity within the core default mode network: A multi-site longitudinal spectral DCM study.
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Not All Predictions Are Equal: "What" and "When" Predictions Modulate Activity in Auditory Cortex through Different Mechanisms.
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Free-energy minimization in joint agent-environment systems: A niche construction perspective.
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Force-related BOLD effects during naturalistic and symbolic effort observation.
Presented at: ISMRM 2018, Paris, France.
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Active Inference in OpenAI Gym: A Paradigm for Computational Investigations Into Psychiatric Illness.
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Frontiers in Psychology
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