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ORCIDKarl J. Friston
Karl John Friston
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- affiliation: University College London, Wellcome Trust Centre for Neuroimaging
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Journal Articles
- 2025
[j347]Domenico Maisto, Francesco Gregoretti, Karl J. Friston, Giovanni Pezzulo:
Active inference tree search in large POMDPs. Neurocomputing 623: 129319 (2025)- 2024
- [j346]Dimitrije Markovic
, Karl J. Friston, Stefan J. Kiebel:
Bayesian Sparsification for Deep Neural Networks With Bayesian Model Reduction. IEEE Access 12: 88231-88242 (2024) - [j345]Thomas Parr, Karl J. Friston, Peter Zeidman:
Active Data Selection and Information Seeking. Algorithms 17(3): 118 (2024) - [j344]Steven Laureys, Marc Raichle, Karl J. Friston, Susan L. Whitfield-Gabrieli, Jennifer L. Whitwell, Vince D. Calhoun, Linda Douw, Mélanie Boly:
A Roundtable Discussion on Brain Connectivity. Brain Connect. 14(5): 263-273 (2024) - [j343]Mahault Albarracin, Riddhi J. Pitliya, Toby St Clere Smithe, Daniel Ari Friedman, Karl J. Friston, Maxwell J. D. Ramstead:
Shared Protentions in Multi-Agent Active Inference. Entropy 26(4): 303 (2024) - [j342]Gerald K. Cooray, Vernon Cooray, Karl J. Friston:
A cortical field theory - dynamics and symmetries. J. Comput. Neurosci. 52(4): 267-284 (2024) - [j341]Wing Yi So, Karl J. Friston, Victorita Neacsu:
The Inherent Normativity of Concepts. Minds Mach. 34(4): 40 (2024) - [j340]Petr Anokhin, Artyom Y. Sorokin, Mikhail Burtsev, Karl J. Friston:
Associative Learning and Active Inference. Neural Comput. 36(12): 2602-2635 (2024) - 2023
- [j339]Karl J. Friston, Daniel Ari Friedman, Axel Constant, V. Bleu Knight, Chris Fields, Thomas Parr, John O. Campbell:
A Variational Synthesis of Evolutionary and Developmental Dynamics. Entropy 25(7): 964 (2023) - [j338]Natalie Kastel, Casper Hesp, K. Richard Ridderinkhof, Karl J. Friston:
Corrigendum: Small steps for mankind: Modeling the emergence of cumulative culture from joint active inference communication. Frontiers Neurorobotics 17 (2023) - [j337]Kai Yuan, Noor Sajid, Karl J. Friston, Zhibin Li:
Hierarchical generative modelling for autonomous robots. Nat. Mac. Intell. 5(12): 1402-1414 (2023) - [j336]Lancelot Da Costa, Noor Sajid, Thomas Parr, Karl J. Friston, Ryan Smith:
Reward Maximization Through Discrete Active Inference. Neural Comput. 35(5): 807-852 (2023) - [j335]Michela Azzarito, Tim M. Emmenegger, Gabriel Ziegler, Eveline Huber, Patrick Grabher, Martina F. Callaghan, Alan J. Thompson, Karl J. Friston, Nikolaus Weiskopf, Tim Killeen, Patrick Freund:
Coherent, time-shifted patterns of microstructural plasticity during motor-skill learning. NeuroImage 274: 120128 (2023) - [j334]Amirhossein Jafarian, Laura E. Hughes, Natalie E. Adams, Juliette H. Lanskey, Michelle Naessens, Matthew A. Rouse, Alexander G. Murley, Karl J. Friston, James B. Rowe:
Neurochemistry-enriched dynamic causal models of magnetoencephalography, using magnetic resonance spectroscopy. NeuroImage 276: 120193 (2023) - [j333]Francesca Castaldo, Francisco Páscoa dos Santos, Ryan C. Timms, Joana Cabral, Jakub Vohryzek, Gustavo Deco, Mark W. Woolrich, Karl J. Friston, Paul F. M. J. Verschure, Vladimir Litvak:
Multi-modal and multi-model interrogation of large-scale functional brain networks. NeuroImage 277: 120236 (2023) - [j332]Peter Zeidman, Karl J. Friston, Thomas Parr:
A primer on Variational Laplace (VL). NeuroImage 279: 120310 (2023) - [j331]Christini Katsanevaki, André M. Bastos, Hayriye Cagnan, Conrado A. Bosman, Karl J. Friston, Pascal Fries:
Attentional effects on local V1 microcircuits explain selective V1-V4 communication. NeuroImage 281: 120375 (2023) - [j330]Gerald K. Cooray, Richard Rosch, Karl John Friston:
Global dynamics of neural mass models. PLoS Comput. Biol. 19(2) (2023) - [j329]Zalina Dezhina, Jonathan Smallwood, Ting Xu, Federico E. Turkheimer, Rosalyn J. Moran, Karl J. Friston, Robert Leech, Erik D. Fagerholm:
Establishing brain states in neuroimaging data. PLoS Comput. Biol. 19(10) (2023) - [j328]Chris Fields, Filippo Fabrocini, Karl J. Friston, James F. Glazebrook, Hananel Hazan, Michael Levin, Antonino Marciano:
Control Flow in Active Inference Systems - Part I: Classical and Quantum Formulations of Active Inference. IEEE Trans. Mol. Biol. Multi Scale Commun. 9(2): 235-245 (2023) - [j327]Chris Fields, Filippo Fabrocini, Karl J. Friston, James F. Glazebrook, Hananel Hazan, Michael Levin, Antonino Marciano:
Control Flow in Active Inference Systems - Part II: Tensor Networks as General Models of Control Flow. IEEE Trans. Mol. Biol. Multi Scale Commun. 9(2): 246-256 (2023) - 2022
- [j326]Lancelot Da Costa, Pablo Lanillos, Noor Sajid, Karl J. Friston, Shujhat Khan:
How Active Inference Could Help Revolutionise Robotics. Entropy 24(3): 361 (2022) - [j325]Georg Northoff, Maia Fraser, John Griffiths, Dimitris A. Pinotsis, Prakash Panangaden, Rosalyn J. Moran, Karl J. Friston:
Augmenting Human Selves Through Artificial Agents - Lessons From the Brain. Frontiers Comput. Neurosci. 16 (2022) - [j324]Natalie Kastel, Casper Hesp, K. Richard Ridderinkhof, Karl J. Friston:
Small steps for mankind: Modeling the emergence of cumulative culture from joint active inference communication. Frontiers Neurorobotics 16 (2022) - [j323]Ajith Anil Meera, Filip Novicky, Thomas Parr, Karl J. Friston, Pablo Lanillos, Noor Sajid:
Reclaiming saliency: Rhythmic precision-modulated action and perception. Frontiers Neurorobotics 16 (2022) - [j322]Erik D. Fagerholm, W. Matthew C. Foulkes, Yasir Gallero-Salas, Fritjof Helmchen, Rosalyn J. Moran, Karl J. Friston, Robert Leech:
Estimating anisotropy directly via neural timeseries. J. Comput. Neurosci. 50(2): 241-249 (2022) - [j321]Conor Heins, Beren Millidge, Daphne Demekas, Brennan Klein, Karl J. Friston, Iain D. Couzin, Alexander Tschantz:
pymdp: A Python library for active inference in discrete state spaces. J. Open Source Softw. 7(73): 4098 (2022) - [j320]Noor Sajid, Francesco Faccio, Lancelot Da Costa, Thomas Parr, Jürgen Schmidhuber, Karl J. Friston:
Bayesian Brains and the Rényi Divergence. Neural Comput. 34(4): 829-855 (2022) - [j319]Edda Bilek, Peter Zeidman, Peter Kirsch, Heike Tost, Andreas Meyer-Lindenberg, Karl J. Friston:
Directed coupling in multi-brain networks underlies generalized synchrony during social exchange. NeuroImage 252: 119038 (2022) - [j318]Chris Fields, Karl J. Friston, James F. Glazebrook, Michael Levin, Antonino Marciano:
The free energy principle induces neuromorphic development. Neuromorph. Comput. Eng. 2(4): 42002 (2022) - [j317]Kenji Doya, Karl J. Friston, Masashi Sugiyama, Joshua B. Tenenbaum:
Neural Networks special issue on Artificial Intelligence and Brain Science. Neural Networks 155: 328-329 (2022) - [j316]Holger Engleitner, Ashwani Jha, Marta Suárez-Pinilla, Amy P. K. Nelson, Daniel Herron, Geraint Rees, Karl J. Friston, Martin Rossor, Parashkev Nachev:
GeoSPM: Geostatistical parametric mapping for medicine. Patterns 3(12): 100656 (2022) - [j315]Xian Yang, Shuo Wang, Yuting Xing, Ling Li, Richard Yi Da Xu, Karl J. Friston, Yike Guo:
Bayesian data assimilation for estimating instantaneous reproduction numbers during epidemics: Applications to COVID-19. PLoS Comput. Biol. 18(2) (2022) - [j314]Micah Allen, Andrew Levy, Thomas Parr, Karl J. Friston:
In the Body's Eye: The computational anatomy of interoceptive inference. PLoS Comput. Biol. 18(9): 1010490 (2022) - [j313]Frederik Van de Steen, Dimitris A. Pinotsis, Wouter Devos, Nigel Colenbier, Iege Bassez, Karl J. Friston, Daniele Marinazzo:
Dynamic causal modelling shows a prominent role of local inhibition in alpha power modulation in higher visual cortex. PLoS Comput. Biol. 18(12): 1009988 (2022) - 2021
- [j312]Lancelot Da Costa, Thomas Parr, Biswa Sengupta, Karl J. Friston:
Neural Dynamics under Active Inference: Plausibility and Efficiency of Information Processing. Entropy 23(4): 454 (2021) - [j311]Noor Sajid, Laura Convertino, Karl J. Friston:
Cancer Niches and Their Kikuchi Free Energy. Entropy 23(5): 609 (2021) - [j310]Karl J. Friston, Lancelot Da Costa, Thomas Parr:
Some Interesting Observations on the Free Energy Principle. Entropy 23(8): 1076 (2021) - [j309]Thomas Parr, Lancelot Da Costa, Conor Heins, Maxwell James D. Ramstead, Karl J. Friston:
Memory and Markov Blankets. Entropy 23(9): 1105 (2021) - [j308]Kai Ueltzhöffer, Lancelot Da Costa, Daniela Cialfi, Karl J. Friston:
A Drive towards Thermodynamic Efficiency for Dissipative Structures in Chemical Reaction Networks. Entropy 23(9): 1115 (2021) - [j307]Karl J. Friston, Conor Heins, Kai Ueltzhöffer, Lancelot Da Costa, Thomas Parr:
Stochastic Chaos and Markov Blankets. Entropy 23(9): 1220 (2021) - [j306]Erik D. Fagerholm, W. Matthew C. Foulkes, Yasir Gallero-Salas, Fritjof Helmchen, Karl J. Friston, Robert Leech, Rosalyn J. Moran:
Neural Systems Under Change of Scale. Frontiers Comput. Neurosci. 15: 643148 (2021) - [j305]Thomas Parr, Noor Sajid, Lancelot Da Costa, M. Berk Mirza, Karl J. Friston:
Generative Models for Active Vision. Frontiers Neurorobotics 15: 651432 (2021) - [j304]Thomas Parr, Dimitrije Markovic, Maxwell James D. Ramstead, Ryan Smith, Casper Hesp, Karl J. Friston:
Editorial: Probabilistic Perspectives on Brain (Dys)function. Frontiers Artif. Intell. 4: 710179 (2021) - [j303]Zuo Zhang, Peter Zeidman, Natalie Nelissen, Nicola Filippini, Jörn Diedrichsen, Stefania Bracci, Karl J. Friston, Elisabeth Rounis:
Neural Correlates of Hand-Object Congruency Effects during Action Planning. J. Cogn. Neurosci. 33(8): 1487-1503 (2021) - [j302]Casper Hesp, Ryan Smith, Thomas Parr, Micah Allen, Karl J. Friston, Maxwell James D. Ramstead:
Deeply Felt Affect: The Emergence of Valence in Deep Active Inference. Neural Comput. 33(2): 398-446 (2021) - [j301]Noor Sajid, Philip J. Ball, Thomas Parr, Karl J. Friston:
Active Inference: Demystified and Compared. Neural Comput. 33(3): 674-712 (2021) - [j300]Karl J. Friston, Lancelot Da Costa, Danijar Hafner, Casper Hesp, Thomas Parr:
Sophisticated Inference. Neural Comput. 33(3): 713-763 (2021) - [j299]Dario Schöbi, Fabienne Homberg, Stefan Frässle, Heike Endepols, Rosalyn J. Moran, Karl J. Friston, Marc Tittgemeyer, Jakob Heinzle, Klaas Enno Stephan:
Model-based prediction of muscarinic receptor function from auditory mismatch negativity responses. NeuroImage 237: 118096 (2021) - [j298]Amirhossein Jafarian, Peter Zeidman, Rob C. Wykes, Matthew C. Walker, Karl J. Friston:
Adiabatic dynamic causal modelling. NeuroImage 238: 118243 (2021) - [j297]Karl J. Friston, Rosalyn J. Moran, Yukie Nagai, Tadahiro Taniguchi, Hiroaki Gomi, Josh Tenenbaum:
World model learning and inference. Neural Networks 144: 573-590 (2021) - 2020
- [j296]Maxwell James D. Ramstead, Michael D. Kirchhoff, Karl J. Friston:
A tale of two densities: active inference is enactive inference. Adapt. Behav. 28(4) (2020) - [j295]Karl J. Friston, Wanja Wiese, J. Allan Hobson:
Sentience and the Origins of Consciousness: From Cartesian Duality to Markovian Monism. Entropy 22(5): 516 (2020) - [j294]Thomas Parr, Noor Sajid, Karl J. Friston:
Modules or Mean-Fields? Entropy 22(5): 552 (2020) - [j293]Maxwell James D. Ramstead, Karl J. Friston, Inês Hipólito:
Is the Free-Energy Principle a Formal Theory of Semantics? From Variational Density Dynamics to Neural and Phenotypic Representations. Entropy 22(8): 889 (2020) - [j292]Daphne Demekas, Thomas Parr, Karl J. Friston:
An Investigation of the Free Energy Principle for Emotion Recognition. Frontiers Comput. Neurosci. 14: 30 (2020) - [j291]Ryan Smith, Philipp Schwartenbeck, Thomas Parr, Karl J. Friston:
An Active Inference Approach to Modeling Structure Learning: Concept Learning as an Example Case. Frontiers Comput. Neurosci. 14: 41 (2020) - [j290]Anthony G. Chen, David Benrimoh, Thomas Parr, Karl J. Friston:
A Bayesian Account of Generalist and Specialist Formation Under the Active Inference Framework. Frontiers Artif. Intell. 3: 69 (2020) - [j289]Conor Heins, M. Berk Mirza, Thomas Parr, Karl J. Friston, Igor Kagan, Arezoo Pooresmaeili:
Deep Active Inference and Scene Construction. Frontiers Artif. Intell. 3: 509354 (2020) - [j288]Nicola Binetti, Alessandro Tomassini, Karl J. Friston, Sven Bestmann:
Uncoupling Sensation and Perception in Human Time Processing. J. Cogn. Neurosci. 32(7): 1369-1380 (2020) - [j287]Takuya Isomura, Karl J. Friston:
Reverse-Engineering Neural Networks to Characterize Their Cost Functions. Neural Comput. 32(11): 2085-2121 (2020) - [j286]Tahereh S. Zarghami, Karl J. Friston:
Dynamic effective connectivity. NeuroImage 207 (2020) - [j285]Hannes Almgren, Frederik Van de Steen, Adeel Razi, Karl J. Friston, Daniele Marinazzo:
The effect of global signal regression on DCM estimates of noise and effective connectivity from resting state fMRI. NeuroImage 208: 116435 (2020) - [j284]Erik D. Fagerholm, Rosalyn J. Moran, Inês R. Violante, Robert Leech, Karl J. Friston:
Dynamic causal modelling of phase-amplitude interactions. NeuroImage 208: 116452 (2020) - [j283]Huilin Wei, Amirhossein Jafarian, Peter Zeidman, Vladimir Litvak, Adeel Razi, Dewen Hu, Karl J. Friston:
Bayesian fusion and multimodal DCM for EEG and fMRI. NeuroImage 211: 116595 (2020) - [j282]Amirhossein Jafarian, Vladimir Litvak, Hayriye Cagnan, Karl J. Friston, Peter Zeidman:
Comparing dynamic causal models of neurovascular coupling with fMRI and EEG/MEG. NeuroImage 216: 116734 (2020) - [j281]Vladimir V. Kozunov, Timothy O. West, Anastasia Yu. Nikolaeva, Tatiana Alexandrovna Stroganova, Karl J. Friston:
Object recognition is enabled by an experience-dependent appraisal of visual features in the brain's value system. NeuroImage 221: 117143 (2020) - [j280]Tahereh S. Zarghami, Karl J. Friston:
Erratum to 'Dynamic effective connectivity' [Neuroimage, 207 (2020) 116453]. NeuroImage 221: 117304 (2020) - [j279]Jakub Limanowski, Vladimir Litvak, Karl J. Friston:
Cortical beta oscillations reflect the contextual gating of visual action feedback. NeuroImage 222: 117267 (2020) - [j278]Erik D. Fagerholm, W. Matthew C. Foulkes, Yasir Gallero-Salas, Fritjof Helmchen, Karl J. Friston, Rosalyn J. Moran, Robert Leech:
Conservation laws by virtue of scale symmetries in neural systems. PLoS Comput. Biol. 16(5) (2020) - [j277]Erik D. Fagerholm, Chayanin Tangwiriyasakul, Karl J. Friston, Inês R. Violante, Steven C. R. Williams, David W. Carmichael, Suejen Perani, Federico E. Turkheimer, Rosalyn J. Moran, Robert Leech, Mark P. Richardson:
Neural diffusivity and pre-emptive epileptic seizure intervention. PLoS Comput. Biol. 16(12) (2020) - 2019
- [j276]Thomas Parr, Karl J. Friston:
Generalised free energy and active inference. Biol. Cybern. 113(5-6): 495-513 (2019) - [j275]Domenico Maisto, Karl J. Friston, Giovanni Pezzulo:
Caching mechanisms for habit formation in Active Inference. Neurocomputing 359: 298-314 (2019) - [j274]M. Berk Mirza, Rick A. Adams, Thomas Parr, Karl J. Friston:
Impulsivity and Active Inference. J. Cogn. Neurosci. 31(2) (2019) - [j273]Takuya Isomura, Thomas Parr, Karl J. Friston:
Bayesian Filtering with Multiple Internal Models: Toward a Theory of Social Intelligence. Neural Comput. 31(12): 2390-2431 (2019) - [j272]Murat Demirtas, Adrián Ponce-Alvarez, Matthieu Gilson, Patric Hagmann, Dante Mantini, Viviana Betti, Gian Luca Romani, Karl J. Friston, Maurizio Corbetta, Gustavo Deco:
Distinct modes of functional connectivity induced by movie-watching. NeuroImage 184: 335-348 (2019) - [j271]Frederik Van de Steen, Hannes Almgren, Adeel Razi, Karl J. Friston, Daniele Marinazzo:
Dynamic causal modelling of fluctuating connectivity in resting-state EEG. NeuroImage 189: 476-484 (2019) - [j270]Carolina Reis, Andrew Sharott, Peter J. Magill, Bernadette C. M. van Wijk, Thomas Parr, Peter Zeidman, Karl J. Friston, Hayriye Cagnan:
Thalamocortical dynamics underlying spontaneous transitions in beta power in Parkinsonism. NeuroImage 193: 103-114 (2019) - [j269]Karl J. Friston, Katrin H. Preller, Christoph Mathys, Hayriye Cagnan, Jakob Heinzle, Adeel Razi, Peter Zeidman:
Dynamic causal modelling revisited. NeuroImage 199: 730-744 (2019) - [j268]Peter Zeidman, Amirhossein Jafarian, Mohamed L. Seghier, Vladimir Litvak, Hayriye Cagnan, Cathy J. Price, Karl J. Friston:
A guide to group effective connectivity analysis, part 2: Second level analysis with PEB. NeuroImage 200: 12-25 (2019) - [j267]Peter Zeidman, Amirhossein Jafarian, Nadège Corbin, Mohamed L. Seghier, Adeel Razi, Cathy J. Price, Karl J. Friston:
A guide to group effective connectivity analysis, part 1: First level analysis with DCM for fMRI. NeuroImage 200: 174-190 (2019) - [j266]Karl J. Friston, Jörn Diedrichsen, Emma Holmes, Peter Zeidman:
Variational representational similarity analysis. NeuroImage 201 (2019) - [j265]Anna C. Sales, Karl J. Friston, Matthew W. Jones, Anthony E. Pickering, Rosalyn J. Moran:
Locus Coeruleus tracking of prediction errors optimises cognitive flexibility: An Active Inference model. PLoS Comput. Biol. 15(1) (2019) - [j264]Peter Vincent, Thomas Parr, David Benrimoh, Karl J. Friston:
With an eye on uncertainty: Modelling pupillary responses to environmental volatility. PLoS Comput. Biol. 15(7) (2019) - [j263]Francesco Rigoli, Christoph Mathys, Karl J. Friston, Raymond J. Dolan:
Correction: A unifying Bayesian account of contextual effects in value-based choice. PLoS Comput. Biol. 15(10) (2019) - 2018
- [j262]Raphael Kaplan, Karl J. Friston:
Planning and navigation as active inference. Biol. Cybern. 112(4): 323-343 (2018) - [j261]Thomas Parr, Karl J. Friston:
The Anatomy of Inference: Generative Models and Brain Structure. Frontiers Comput. Neurosci. 12: 90 (2018) - [j260]Adam Linson, Andy Clark, Subramanian Ramamoorthy, Karl J. Friston:
The Active Inference Approach to Ecological Perception: General Information Dynamics for Natural and Artificial Embodied Cognition. Frontiers Robotics AI 5: 21 (2018) - [j259]Thomas Parr, Karl J. Friston:
The Discrete and Continuous Brain: From Decisions to Movement - And Back Again. Neural Comput. 30(9) (2018) - [j258]Huifang E. Wang, Karl J. Friston, Christian G. Bénar, Michael Marmaduke Woodman, Patrick Chauvel, Viktor K. Jirsa, Christophe Bernard:
MULAN: Evaluation and ensemble statistical inference for functional connectivity. NeuroImage 166: 167-184 (2018) - [j257]Kyesam Jung, Karl J. Friston, Chongwon Pae, Hanseul H. Choi, Sungho Tak, Yoon Kyoung Choi, Bumhee Park, Chan-A. Park, Chaejoon Cheong, Hae-Jeong Park:
Effective connectivity during working memory and resting states: A DCM study. NeuroImage 169: 485-495 (2018) - [j256]Matthieu Gilson, Gustavo Deco, Karl J. Friston, Patric Hagmann, Dante Mantini, Viviana Betti, Gian Luca Romani, Maurizio Corbetta:
Effective connectivity inferred from fMRI transition dynamics during movie viewing points to a balanced reconfiguration of cortical interactions. NeuroImage 180(Part): 534-546 (2018) - [j255]Hae-Jeong Park, Karl J. Friston, Chongwon Pae, Bumhee Park, Adeel Razi:
Dynamic effective connectivity in resting state fMRI. NeuroImage 180(Part): 594-608 (2018) - [j254]Bernadette C. M. van Wijk, Hayriye Cagnan, Vladimir Litvak, Andrea A. Kühn, Karl J. Friston:
Generic dynamic causal modelling: An illustrative application to Parkinson's disease. NeuroImage 181: 818-830 (2018) - [j253]Hannes Almgren, Frederik Van de Steen, Simone Kühn, Adeel Razi, Karl J. Friston, Daniele Marinazzo:
Variability and reliability of effective connectivity within the core default mode network: A multi-site longitudinal spectral DCM study. NeuroImage 183: 757-768 (2018) - [j252]Richard Rosch, Paul R. Hunter, Torsten Baldeweg, Karl J. Friston, Martin P. Meyer:
Calcium imaging and dynamic causal modelling reveal brain-wide changes in effective connectivity and synaptic dynamics during epileptic seizures. PLoS Comput. Biol. 14(8) (2018) - [j251]Micah Allen, Karl J. Friston:
From cognitivism to autopoiesis: towards a computational framework for the embodied mind. Synth. 195(6): 2459-2482 (2018) - 2017
- [j250]Bert de Vries, Karl J. Friston:
A Factor Graph Description of Deep Temporal Active Inference. Frontiers Comput. Neurosci. 11: 95 (2017) - [j249]Karl John Friston, Thomas H. B. FitzGerald, Francesco Rigoli, Philipp Schwartenbeck, Giovanni Pezzulo:
Active Inference: A Process Theory. Neural Comput. 29(1): 1-49 (2017) - [j248]Karl J. Friston, Marco Lin, Christopher D. Frith, Giovanni Pezzulo, J. Allan Hobson, Sasha Ondobaka:
Active Inference, Curiosity and Insight. Neural Comput. 29(10): 2633-2683 (2017) - [j247]Klaas E. Stephan, Florian Schlagenhauf, Quentin J. M. Huys, Sudhir Raman, Eduardo A. Aponte, Kay Henning Brodersen, Lionel Rigoux, Rosalyn J. Moran, Jean Daunizeau, Ray Dolan, Karl J. Friston, Andreas Heinz:
Computational neuroimaging strategies for single patient predictions. NeuroImage 145: 180-199 (2017) - [j246]Dimitris A. Pinotsis, J. P. Geerts, L. Pinto, Thomas H. B. FitzGerald, Vladimir Litvak, Ryszard Auksztulewicz, Karl J. Friston:
Linking canonical microcircuits and neuronal activity: Dynamic causal modelling of laminar recordings. NeuroImage 146: 355-366 (2017) - [j245]Margarita Papadopoulou, Gerald K. Cooray, Richard Rosch, Rosalyn J. Moran, Daniele Marinazzo, Karl J. Friston:
Dynamic causal modelling of seizure activity in a rat model. NeuroImage 146: 518-532 (2017) - [j244]Francesca Fardo, Ryszard Auksztulewicz, Micah Allen, Martin Jensen Dietz, Andreas Roepstorff, Karl J. Friston:
Expectation violation and attention to pain jointly modulate neural gain in somatosensory cortex. NeuroImage 153: 109-121 (2017) - [j243]Martin Havlicek, Alard Roebroeck, Karl J. Friston, Anna Gardumi, Dimo Ivanov, Kâmil Uludag:
On the importance of modeling fMRI transients when estimating effective connectivity: A dynamic causal modeling study using ASL data. NeuroImage 155: 217-233 (2017) - [j242]Stefan Frässle, Ekaterina I. Lomakina, Adeel Razi, Karl J. Friston, Joachim M. Buhmann, Klaas E. Stephan:
Regression DCM for fMRI. NeuroImage 155: 406-421 (2017) - [j241]Alexander D. Shaw, Rosalyn J. Moran, Suresh D. Muthukumaraswamy, J. Brealy, David E. J. Linden, Karl J. Friston, Krishna D. Singh:
Neurophysiologically-informed markers of individual variability and pharmacological manipulation of human cortical gamma. NeuroImage 161: 19-31 (2017) - [j240]Thomas H. B. FitzGerald, Dorothea Hämmerer, Karl J. Friston, Shu-Chen Li, Raymond J. Dolan:
Sequential inference as a mode of cognition and its correlates in fronto-parietal and hippocampal brain regions. PLoS Comput. Biol. 13(5) (2017) - [j239]Francesco Rigoli, Christoph Mathys, Karl J. Friston, Raymond J. Dolan:
A unifying Bayesian account of contextual effects in value-based choice. PLoS Comput. Biol. 13(10) (2017) - 2016
- [j238]Sahil Bajaj, Bhim Mani Adhikari, Karl J. Friston, Mukesh Dhamala:
Bridging the Gap: Dynamic Causal Modeling and Granger Causality Analysis of Resting State Functional Magnetic Resonance Imaging. Brain Connect. 6(8): 652-661 (2016) - [j237]M. Berk Mirza, Rick A. Adams, Christoph Mathys, Karl J. Friston:
Scene Construction, Visual Foraging, and Active Inference. Frontiers Comput. Neurosci. 10: 56 (2016) - [j236]Karl J. Friston, Ivan Herreros-Alonso:
Active Inference and Learning in the Cerebellum. Neural Comput. 28(9): 1812-1839 (2016) - [j235]Jessica R. Gilbert, Mkael Symmonds, Michael G. Hanna, Raymond J. Dolan, Karl J. Friston, Rosalyn J. Moran:
Profiling neuronal ion channelopathies with non-invasive brain imaging and dynamic causal models: Case studies of single gene mutations. NeuroImage 124: 43-53 (2016) - [j234]Biswa Sengupta, Karl J. Friston, Will D. Penny:
Gradient-based MCMC samplers for dynamic causal modelling. NeuroImage 125: 1107-1118 (2016) - [j233]Gerald K. Cooray, Biswa Sengupta, Pamela K. Douglas, Karl J. Friston:
Dynamic causal modelling of electrographic seizure activity using Bayesian belief updating. NeuroImage 125: 1142-1154 (2016) - [j232]Micah Allen, Francesca Fardo, Martin Jensen Dietz, Hauke Hillebrandt, Karl J. Friston, Geraint Rees, Andreas Roepstorff:
Anterior insula coordinates hierarchical processing of tactile mismatch responses. NeuroImage 127: 34-43 (2016) - [j231]Karl J. Friston, Vladimir Litvak, Ashwini Oswal, Adeel Razi, Klaas E. Stephan, Bernadette C. M. van Wijk, Gabriel Ziegler, Peter Zeidman:
Bayesian model reduction and empirical Bayes for group (DCM) studies. NeuroImage 128: 413-431 (2016) - [j230]Rick A. Adams, Markus Bauer, Dimitris A. Pinotsis, Karl J. Friston:
Dynamic causal modelling of eye movements during pursuit: Confirming precision-encoding in V1 using MEG. NeuroImage 132: 175-189 (2016) - [j229]Mrudul B. Bhatt, Stephanie Bowen, Holly E. Rossiter, Joshua Dupont-Hadwen, Rosalyn J. Moran, Karl J. Friston, Nick S. Ward:
Computational modelling of movement-related beta-oscillatory dynamics in human motor cortex. NeuroImage 133: 224-232 (2016) - [j228]Daniel Zeller, Karl J. Friston, Joseph Classen:
Dynamic causal modeling of touch-evoked potentials in the rubber hand illusion. NeuroImage 138: 266-273 (2016) - [j227]Adeel Razi, Karl J. Friston:
The Connected Brain: Causality, models, and intrinsic dynamics. IEEE Signal Process. Mag. 33(3): 14-35 (2016) - 2015
- [j226]Jan Kneissler, Jan Drugowitsch, Karl J. Friston, Martin V. Butz:
Simultaneous Learning and Filtering without Delusions: A Bayes-Optimal Derivation of Combining Predictive Inference and Adaptive Filtering. Frontiers Comput. Neurosci. 9: 47 (2015) - [j225]Thomas H. B. FitzGerald, Raymond J. Dolan, Karl J. Friston:
Dopamine, reward learning, and active inference. Frontiers Comput. Neurosci. 9: 136 (2015) - [j224]Daniel Zeller, Vladimir Litvak, Karl J. Friston, Joseph Classen:
Sensory Processing and the Rubber Hand Illusion - An Evoked Potentials Study. J. Cogn. Neurosci. 27(3): 573-582 (2015) - [j223]Thomas H. B. FitzGerald, Philipp Schwartenbeck, Michael Moutoussis, Raymond J. Dolan, Karl J. Friston:
Active Inference, Evidence Accumulation, and the Urn Task. Neural Comput. 27(2): 306-328 (2015) - [j222]Adeel Razi, Joshua Kahan, Geraint Rees, Karl J. Friston:
Construct validation of a DCM for resting state fMRI. NeuroImage 106: 1-14 (2015) - [j221]Margarita Papadopoulou, Marco Leite, Pieter van Mierlo, Kristl Vonck, Louis Lemieux, Karl J. Friston, Daniele Marinazzo:
Tracking slow modulations in synaptic gain using dynamic causal modelling: Validation in epilepsy. NeuroImage 107: 117-126 (2015) - [j220]Thomas H. B. FitzGerald, Rosalyn J. Moran, Karl J. Friston, Raymond J. Dolan:
Precision and neuronal dynamics in the human posterior parietal cortex during evidence accumulation. NeuroImage 107: 219-228 (2015) - [j219]André M. Bastos, Vladimir Litvak, Rosalyn J. Moran, Conrado A. Bosman, Pascal Fries, Karl J. Friston:
A DCM study of spectral asymmetries in feedforward and feedback connections between visual areas V1 and V4 in the monkey. NeuroImage 108: 460-475 (2015) - [j218]Sungho Tak, A. M. Kempny, Karl J. Friston, Alexander P. Leff, William D. Penny:
Dynamic causal modelling for functional near-infrared spectroscopy. NeuroImage 111: 338-349 (2015) - [j217]Biswa Sengupta, Karl J. Friston, William D. Penny:
Gradient-free MCMC methods for dynamic causal modelling. NeuroImage 112: 375-381 (2015) - [j216]Stefan Frässle, Klaas Enno Stephan, Karl John Friston, Marlena Steup, Sören Krach, Frieder Michel Paulus, Andreas Jansen:
Test-retest reliability of dynamic causal modeling for fMRI. NeuroImage 117: 56-66 (2015) - [j215]Gerald K. Cooray, Biswa Sengupta, Pamela K. Douglas, Marita Englund, Ronny Wickstrom, Karl J. Friston:
Characterising seizures in anti-NMDA-receptor encephalitis with dynamic causal modelling. NeuroImage 118: 508-519 (2015) - [j214]Gabriel Ziegler, William D. Penny, Gerard R. Ridgway, Sébastien Ourselin, Karl J. Friston:
Estimating anatomical trajectories with Bayesian mixed-effects modeling. NeuroImage 121: 51-68 (2015) - [j213]Martin Havlicek, Alard Roebroeck, Karl J. Friston, Anna Gardumi, Dimo Ivanov, Kâmil Uludag:
Physiologically informed dynamic causal modeling of fMRI data. NeuroImage 122: 355-372 (2015) - 2014
- [j212]Laurent U. Perrinet, Rick A. Adams, Karl J. Friston:
Active inference, eye movements and oculomotor delays. Biol. Cybern. 108(6): 777-801 (2014) - [j211]Dimitris A. Pinotsis, Peter A. Robinson, Peter beim Graben, Karl J. Friston:
Neural masses and fields: modeling the dynamics of brain activity. Frontiers Comput. Neurosci. 8: 149 (2014) - [j210]José David López, Vladimir Litvak, Jairo J. Espinosa, Karl J. Friston, Gareth R. Barnes:
Algorithmic procedures for Bayesian MEG/EEG source reconstruction in SPM. NeuroImage 84: 476-487 (2014) - [j209]Lionel Rigoux, Klaas Enno Stephan, Karl J. Friston, Jean Daunizeau:
Bayesian model selection for group studies - Revisited. NeuroImage 84: 971-985 (2014) - [j208]Marta Gandolla, Simona Ferrante, Franco Molteni, Eleonora Guanziroli, Tiziano Frattini, Alberto Martegani, Giancarlo Ferrigno, Karl J. Friston, Alessandra Pedrocchi, Nick S. Ward:
Re-thinking the role of motor cortex: Context-sensitive motor outputs? NeuroImage 91: 366-374 (2014) - [j207]Dimitris A. Pinotsis, Nicolas M. Brunet, André M. Bastos, Conrado A. Bosman, Vladimir Litvak, Pascal Fries, Karl J. Friston:
Contrast gain control and horizontal interactions in V1: A DCM study. NeuroImage 92: 143-155 (2014) - [j206]Karl J. Friston, Joshua Kahan, Bharat B. Biswal, Adeel Razi:
A DCM for resting state fMRI. NeuroImage 94: 396-407 (2014) - [j205]Biswa Sengupta, Karl J. Friston, William D. Penny:
Efficient gradient computation for dynamical models. NeuroImage 98: 521-527 (2014) - [j204]Karl J. Friston, Joshua Kahan, Adeel Razi, Klaas Enno Stephan, Olaf Sporns:
On nodes and modes in resting state fMRI. NeuroImage 99: 533-547 (2014) - [j203]Karl J. Friston, André M. Bastos, Ashwini Oswal, Bernadette C. M. van Wijk, Craig Richter, Vladimir Litvak:
Granger causality revisited. NeuroImage 101: 796-808 (2014) - [j202]Mona M. Garvert, Karl J. Friston, Raymond J. Dolan, Marta I. Garrido:
Subcortical amygdala pathways enable rapid face processing. NeuroImage 102: 309-316 (2014) - [j201]Pasquale Anthony Della Rosa, Chiara Cerami, Francesca Gallivanone, Annapaola Prestia, Anna Caroli, Isabella Castiglioni, Maria Carla Gilardi, Giovanni B. Frisoni, Karl J. Friston, John Ashburner, Daniela Perani:
A Standardized [18F]-FDG-PET Template for Spatial Normalization in Statistical Parametric Mapping of Dementia. Neuroinformatics 12(4): 575-593 (2014) - [j200]Jun Tani, Karl J. Friston, Simon Haykin:
Self-Organization and Compositionality in Cognitive Brains [Further Thoughts]. Proc. IEEE 102(3): 606-607 (2014) - [j199]Karl J. Friston, Biswa Sengupta, Gennaro Auletta:
Cognitive Dynamics: From Attractors to Active Inference. Proc. IEEE 102(4): 427-445 (2014) - [j198]Karl J. Friston:
The Impact of Active Inference on Engineering [Further Thoughts]. Proc. IEEE 102(4): 446 (2014) - [j197]Rosalyn J. Moran, Mkael Symmonds, Raymond J. Dolan, Karl J. Friston:
The Brain Ages Optimally to Model Its Environment: Evidence from Sensory Learning over the Adult Lifespan. PLoS Comput. Biol. 10(1) (2014) - 2013
- [j196]Harriet R. Brown, Rick A. Adams, Isabel Parees, Mark Edwards, Karl J. Friston:
Active inference, sensory attenuation and illusions. Cogn. Process. 14(4): 411-427 (2013) - [j195]Rosalyn J. Moran, Dimitris A. Pinotsis, Karl J. Friston:
Neural masses and fields in dynamic causal modeling. Frontiers Comput. Neurosci. 7: 57 (2013) - [j194]Dimitris A. Pinotsis, Marco Leite, Karl J. Friston:
On conductance-based neural field models. Frontiers Comput. Neurosci. 7: 158 (2013) - [j193]Vladimir Litvak, Ashwani Jha, Guillaume Flandin, Karl J. Friston:
Convolution models for induced electromagnetic responses. NeuroImage 64: 388-398 (2013) - [j192]Dimitris A. Pinotsis, Enrique C. A. Hansen, Karl J. Friston, Viktor K. Jirsa:
Anatomical connectivity and the resting state activity of large cortical networks. NeuroImage 65: 127-138 (2013) - [j191]André C. Marreiros, Hayriye Cagnan, Rosalyn J. Moran, Karl J. Friston, Peter Brown:
Basal ganglia-cortical interactions in Parkinsonian patients. NeuroImage 66: 301-310 (2013) - [j190]Dimitris A. Pinotsis, Dietrich Samuel Schwarzkopf, Vladimir Litvak, Geraint Rees, Gareth R. Barnes, Karl J. Friston:
Dynamic causal modelling of lateral interactions in the visual cortex. NeuroImage 66: 563-576 (2013) - [j189]Gareth R. Barnes, Gerard R. Ridgway, Guillaume Flandin, Mark William Woolrich, Karl J. Friston:
Set-level threshold-free tests on the intrinsic volumes of SPMs. NeuroImage 68: 133-140 (2013) - [j188]Mohamed L. Seghier, Karl J. Friston:
Network discovery with large DCMs. NeuroImage 68: 181-191 (2013) - [j187]Bernadette C. M. van Wijk, Vladimir Litvak, Karl J. Friston, Andreas Daffertshofer:
Nonlinear coupling between occipital and motor cortex during motor imagery: A dynamic causal modeling study. NeuroImage 71: 104-113 (2013) - [j186]Pablo Campo, Marta I. Garrido, Rosalyn J. Moran, Irene García-Morales, Claudia Poch, Rafael Toledano, Antonio Gil-Nagel, Raymond J. Dolan, Karl J. Friston:
Network reconfiguration and working memory impairment in mesial temporal lobe epilepsy. NeuroImage 72: 48-54 (2013) - [j185]Karl J. Friston, Jean Daunizeau, Klaas Enno Stephan:
Model selection and gobbledygook: Response to Lohmann et al. NeuroImage 75: 275-278 (2013) - [j184]Maren Urner, Dietrich Samuel Schwarzkopf, Karl J. Friston, Geraint Rees:
Early visual learning induces long-lasting connectivity changes during rest in the human brain. NeuroImage 77: 148-156 (2013) - [j183]Karl J. Friston:
Sample size and the fallacies of classical inference. NeuroImage 81: 503-504 (2013) - [j182]Thomas H. B. FitzGerald, Karl J. Friston, Raymond J. Dolan:
Characterising reward outcome signals in sensory cortex. NeuroImage 83: 329-334 (2013) - [j181]Falk Lieder, Jean Daunizeau, Marta I. Garrido, Karl J. Friston, Klaas E. Stephan:
Modelling Trial-by-Trial Changes in the Mismatch Negativity. PLoS Comput. Biol. 9(2) (2013) - [j180]Biswa Sengupta, Martin B. Stemmler, Karl J. Friston:
Information and Efficiency in the Nervous System - A Synthesis. PLoS Comput. Biol. 9(7) (2013) - [j179]Falk Lieder, Klaas E. Stephan, Jean Daunizeau, Marta I. Garrido, Karl J. Friston:
A Neurocomputational Model of the Mismatch Negativity. PLoS Comput. Biol. 9(11) (2013) - 2012
- [j178]Karl J. Friston, Spyridon Samothrakis, P. Read Montague:
Active inference and agency: optimal control without cost functions. Biol. Cybern. 106(8-9): 523-541 (2012) - [j177]Karl J. Friston, Ping Ao:
Free Energy, Value, and Attractors. Comput. Math. Methods Medicine 2012: 937860:1-937860:27 (2012) - [j176]Karl J. Friston:
Embodied inference and spatial cognition. Cogn. Process. 13(Supplement-1): 171-177 (2012) - [j175]Karl J. Friston:
A Free Energy Principle for Biological Systems. Entropy 14(11): 2100-2121 (2012) - [j174]Karl J. Friston, Michael Breakspear, Gustavo Deco:
Perception and self-organized instability. Frontiers Comput. Neurosci. 6: 44 (2012) - [j173]Jean Daunizeau, Louis Lemieux, Anna E. Vaudano, Karl J. Friston, Klaas E. Stephan:
An electrophysiological validation of stochastic DCM for fMRI. Frontiers Comput. Neurosci. 6: 103 (2012) - [j172]Karl J. Friston, Rick A. Adams, P. Read Montague:
What is value - accumulated reward or evidence? Frontiers Neurorobotics 6: 11 (2012) - [j171]Chun-Chuan Chen, Stefan J. Kiebel, James Kilner, Nick S. Ward, Klaas E. Stephan, Wei-Jen Wang, Karl J. Friston:
A dynamic causal model for evoked and induced responses. NeuroImage 59(1): 340-348 (2012) - [j170]Karl J. Friston, André M. Bastos, Vladimir Litvak, Klaas E. Stephan, Pascal Fries, Rosalyn J. Moran:
DCM for complex-valued data: Cross-spectra, coherence and phase-delays. NeuroImage 59(1): 439-455 (2012) - [j169]Dominik R. Bach, Karl J. Friston:
No evidence for a negative prediction error signal in peripheral indicators of sympathetic arousal. NeuroImage 59(2): 883-884 (2012) - [j168]Stephen M. Smith, Peter A. Bandettini, Karla L. Miller, T. E. J. Behrens, Karl J. Friston, Olivier David, Thomas T. Liu, Mark William Woolrich, Thomas E. Nichols:
The danger of systematic bias in group-level FMRI-lag-based causality estimation. NeuroImage 59(2): 1228-1229 (2012) - [j167]Dimitris A. Pinotsis, Rosalyn J. Moran, Karl J. Friston:
Dynamic causal modeling with neural fields. NeuroImage 59(2): 1261-1274 (2012) - [j166]Alexa M. Morcom, Karl J. Friston:
Decoding episodic memory in ageing: A Bayesian analysis of activity patterns predicting memory. NeuroImage 59(2): 1772-1782 (2012) - [j165]Gerard R. Ridgway, Vladimir Litvak, Guillaume Flandin, Karl J. Friston, William D. Penny:
The problem of low variance voxels in statistical parametric mapping; a new hat avoids a 'haircut'. NeuroImage 59(3): 2131-2141 (2012) - [j164]Marieke L. Schölvinck, Karl J. Friston, Geraint Rees:
The influence of spontaneous activity on stimulus processing in primary visual cortex. NeuroImage 59(3): 2700-2708 (2012) - [j163]Peter T. Fox, Karl J. Friston:
Distributed processing; distributed functions? NeuroImage 61(2): 407-426 (2012) - [j162]Karl J. Friston:
Ten ironic rules for non-statistical reviewers. NeuroImage 61(4): 1300-1310 (2012) - [j161]Jean Daunizeau, Klaas Enno Stephan, Karl J. Friston:
Stochastic dynamic causal modelling of fMRI data: Should we care about neural noise? NeuroImage 62(1): 464-481 (2012) - [j160]Karl J. Friston:
The history of the future of the Bayesian brain. NeuroImage 62(2): 1230-1233 (2012) - [j159]Harriet R. Brown, Karl J. Friston:
Dynamic causal modelling of precision and synaptic gain in visual perception - an EEG study. NeuroImage 63(1): 223-231 (2012) - [j158]Justin R. Chumbley, Guillaume Flandin, Dominik R. Bach, Jean Daunizeau, Ernst Fehr, Raymond J. Dolan, Karl J. Friston:
Learning and Generalization under Ambiguity: An fMRI Study. PLoS Comput. Biol. 8(1) (2012) - [j157]Karl J. Friston, Tamara Shiner, Thomas H. B. FitzGerald, Joseph M. Galea, Rick A. Adams, Harriet R. Brown, Raymond J. Dolan, Rosalyn J. Moran, Klaas Enno Stephan, Sven Bestmann:
Dopamine, Affordance and Active Inference. PLoS Comput. Biol. 8(1) (2012) - 2011
- [j156]Karl J. Friston, Jérémie Mattout, James Kilner:
Action understanding and active inference. Biol. Cybern. 104(1-2): 137-160 (2011) - [j155]Karl J. Friston:
Functional and Effective Connectivity: A Review. Brain Connect. 1(1): 13-36 (2011) - [j154]Vladimir Litvak, Jérémie Mattout, Stefan J. Kiebel, Christophe Phillips, Richard N. A. Henson, James Kilner, Gareth R. Barnes, Robert Oostenveld, Jean Daunizeau, Guillaume Flandin, William D. Penny, Karl J. Friston:
EEG and MEG Data Analysis in SPM8. Comput. Intell. Neurosci. 2011: 852961:1-852961:32 (2011) - [j153]Sylvain Baillet, Karl J. Friston, Robert Oostenveld:
Academic Software Applications for Electromagnetic Brain Mapping Using MEG and EEG. Comput. Intell. Neurosci. 2011: 972050:1-972050:4 (2011) - [j152]Sukhbinder Kumar, William Sedley, Kirill V. Nourski, Hiroto Kawasaki, Hiroyuki Oya, Roy D. Patterson, Matthew A. Howard III, Karl J. Friston, Timothy D. Griffiths:
Predictive Coding and Pitch Processing in the Auditory Cortex. J. Cogn. Neurosci. 23(10): 3084-3094 (2011) - [j151]Dimitris A. Pinotsis, Karl J. Friston:
Neural fields, spectral responses and lateral connections. NeuroImage 55(1): 39-48 (2011) - [j150]John Ashburner, Karl J. Friston:
Diffeomorphic registration using geodesic shooting and Gauss-Newton optimisation. NeuroImage 55(3): 954-967 (2011) - [j149]Jörn Diedrichsen, Gerard R. Ridgway, Karl J. Friston, Tobias Wiestler:
Comparing the similarity and spatial structure of neural representations: A pattern-component model. NeuroImage 55(4): 1665-1678 (2011) - [j148]Rosalyn J. Moran, Klaas E. Stephan, Raymond J. Dolan, Karl J. Friston:
Consistent spectral predictors for dynamic causal models of steady-state responses. NeuroImage 55(4): 1694-1708 (2011) - [j147]Gareth R. Barnes, Vladimir Litvak, Matthew J. Brookes, Karl J. Friston:
Controlling false positive rates in mass-multivariate tests for electromagnetic responses. NeuroImage 56(3): 1072-1081 (2011) - [j146]Karl J. Friston, Baojuan Li, Jean Daunizeau, Klaas E. Stephan:
Network discovery with DCM. NeuroImage 56(3): 1202-1221 (2011) - [j145]Karl J. Friston, Will D. Penny:
Post hoc Bayesian model selection. NeuroImage 56(4): 2089-2099 (2011) - [j144]Martin Havlicek, Karl J. Friston, Jirí Jan, Milan Brazdil, Vince D. Calhoun:
Dynamic modeling of neuronal responses in fMRI using cubature Kalman filtering. NeuroImage 56(4): 2109-2128 (2011) - [j143]Karl J. Friston:
Dynamic causal modeling and Granger causality Comments on: The identification of interacting networks in the brain using fMRI: Model selection, causality and deconvolution. NeuroImage 58(2): 303-305 (2011) - [j142]Pedro A. Valdés-Sosa, Alard Roebroeck, Jean Daunizeau, Karl J. Friston:
Effective connectivity: Influence, causality and biophysical modeling. NeuroImage 58(2): 339-361 (2011) - [j141]Baojuan Li, Jean Daunizeau, Klaas E. Stephan, William D. Penny, Dewen Hu, Karl J. Friston:
Generalised filtering and stochastic DCM for fMRI. NeuroImage 58(2): 442-457 (2011) - [j140]Ronald Sladky, Karl J. Friston, Jasmin Tröstl, Ross Cunnington, Ewald Moser, Christian Windischberger:
Slice-timing effects and their correction in functional MRI. NeuroImage 58(2): 588-594 (2011) - [j139]Rosalyn J. Moran, Nicolas Mallet, Vladimir Litvak, Raymond J. Dolan, Peter J. Magill, Karl J. Friston, Peter Brown:
Alterations in Brain Connectivity Underlying Beta Oscillations in Parkinsonism. PLoS Comput. Biol. 7(8) (2011) - [j138]Jean Daunizeau, Kerstin Preuschoff, Karl J. Friston, Klaas E. Stephan:
Optimizing Experimental Design for Comparing Models of Brain Function. PLoS Comput. Biol. 7(11) (2011) - 2010
- [j137]Karl J. Friston, Jean Daunizeau, James Kilner, Stefan J. Kiebel:
Action and behavior: a free-energy formulation. Biol. Cybern. 102(3): 227-260 (2010) - [j136]Justin R. Chumbley, Keith J. Worsley, Guillaume Flandin, Karl J. Friston:
Topological FDR for neuroimaging. NeuroImage 49(4): 3057-3064 (2010) - [j135]Klaas Enno Stephan, Will D. Penny, Rosalyn J. Moran, Hanneke E. M. den Ouden, Jean Daunizeau, Karl J. Friston:
Ten simple rules for dynamic causal modeling. NeuroImage 49(4): 3099-3109 (2010) - [j134]Jonathan P. Roiser, Klaas E. Stephan, Hanneke E. M. den Ouden, Karl J. Friston, Eileen M. Joyce:
Adaptive and aberrant reward prediction signals in the human brain. NeuroImage 50(2): 657-664 (2010) - [j133]Vladimir Litvak, Alexandre Eusebio, Ashwani Jha, Robert Oostenveld, Gareth R. Barnes, William D. Penny, Ludvic U. Zrinzo, Marwan I. Hariz, Patricia Limousin, Karl J. Friston, Peter Brown:
Optimized beamforming for simultaneous MEG and intracranial local field potential recordings in deep brain stimulation patients. NeuroImage 50(4): 1578-1588 (2010) - [j132]André C. Marreiros, Stefan J. Kiebel, Karl J. Friston:
A dynamic causal model study of neuronal population dynamics. NeuroImage 51(1): 91-101 (2010) - [j131]Karl J. Friston, Raymond J. Dolan:
Computational and dynamic models in neuroimaging. NeuroImage 52(3): 752-765 (2010) - [j130]Justin R. Chumbley, Guillaume Flandin, Mohamed L. Seghier, Karl J. Friston:
Multinomial inference on distributed responses in SPM. NeuroImage 53(1): 161-170 (2010) - [j129]Will D. Penny, Klaas E. Stephan, Jean Daunizeau, Maria João Duarte Rosa, Karl J. Friston, Thomas M. Schofield, Alexander P. Leff:
Comparing Families of Dynamic Causal Models. PLoS Comput. Biol. 6(3) (2010) - [j128]André C. Marreiros, Klaas E. Stephan, Karl J. Friston:
Dynamic causal modeling. Scholarpedia 5(7): 9568 (2010) - 2009
- [j127]Stefan J. Kiebel, Jean Daunizeau, Karl J. Friston:
Perception and hierarchical dynamics. Frontiers Neuroinformatics 3: 20 (2009) - [j126]Oliver J. Hulme, Karl J. Friston, Semir Zeki:
Neural Correlates of Stimulus Reportability. J. Cogn. Neurosci. 21(8): 1602-1610 (2009) - [j125]Justin R. Chumbley, Karl J. Friston:
False discovery rate revisited: FDR and topological inference using Gaussian random fields. NeuroImage 44(1): 62-70 (2009) - [j124]Matthias Fastenrath, Karl J. Friston, Stefan J. Kiebel:
Dynamical causal modelling for M/EEG: Spatial and temporal symmetry constraints. NeuroImage 44(1): 154-163 (2009) - [j123]André C. Marreiros, Stefan J. Kiebel, Jean Daunizeau, Lee M. Harrison, Karl J. Friston:
Population dynamics under the Laplace assumption. NeuroImage 44(3): 701-714 (2009) - [j122]Rosalyn J. Moran, Klaas E. Stephan, T. Seidenbecher, H.-C. Pape, Raymond J. Dolan, Karl J. Friston:
Dynamic causal models of steady-state responses. NeuroImage 44(3): 796-811 (2009) - [j121]John Ashburner, Karl J. Friston:
Computing average shaped tissue probability templates. NeuroImage 45(2): 333-341 (2009) - [j120]Chun-Chuan Chen, Richard N. A. Henson, Klaas E. Stephan, James M. Kilner, Karl J. Friston:
Forward and backward connections in the brain: A DCM study of functional asymmetries. NeuroImage 45(2): 453-462 (2009) - [j119]Laura Mancini, Olga Ciccarelli, F. Manfredonia, John S. Thornton, Federica Agosta, Frederik Barkhof, Christian F. Beckmann, Nicola De Stefano, Christian Enzinger, Franz Fazekas, Massimo Filippi, Achim Gass, Jochen G. Hirsch, Heidi Johansen-Berg, Ludwig Kappos, T. Korteweg, S. C. Manson, S. Marino, Paul M. Matthews, Xavier Montalban, Jackie Palace, Chris Polman, Maria Assunta Rocca, Stefan Ropele, Alex Rovira, C. Wegner, Karl J. Friston, Alan J. Thompson, Tarek A. Yousry:
Short-term adaptation to a simple motor task: A physiological process preserved in multiple sclerosis. NeuroImage 45(2): 500-511 (2009) - [j118]Richard N. A. Henson, Jérémie Mattout, Christophe Phillips, Karl J. Friston:
Selecting forward models for MEG source-reconstruction using model-evidence. NeuroImage 46(1): 168-176 (2009) - [j117]Jonathan Taylor, Alan C. Evans, Karl J. Friston:
A Tribute to: Keith Worsley - 1951-2009. NeuroImage 46(4): 891-894 (2009) - [j116]Klaas Enno Stephan, Will D. Penny, Jean Daunizeau, Rosalyn J. Moran, Karl J. Friston:
Bayesian model selection for group studies. NeuroImage 46(4): 1004-1017 (2009) - [j115]Richard N. A. Henson, Elias Mouchlianitis, Karl J. Friston:
MEG and EEG data fusion: Simultaneous localisation of face-evoked responses. NeuroImage 47(2): 581-589 (2009) - [j114]Jean Daunizeau, Stefan J. Kiebel, Karl J. Friston:
Dynamic causal modelling of distributed electromagnetic responses. NeuroImage 47(2): 590-601 (2009) - [j113]Klaas Enno Stephan, Marc Tittgemeyer, Thomas R. Knösche, Rosalyn J. Moran, Karl J. Friston:
Tractography-based priors for dynamic causal models. NeuroImage 47(4): 1628-1638 (2009) - [j112]Marta I. Garrido, James M. Kilner, Stefan J. Kiebel, Klaas E. Stephan, Torsten Baldeweg, Karl J. Friston:
Repetition suppression and plasticity in the human brain. NeuroImage 48(1): 269-279 (2009) - [j111]Klaas Enno Stephan, Will D. Penny, Jean Daunizeau, Rosalyn J. Moran, Karl J. Friston:
Corrigendum to "Bayesian model selection for group studies" [NeuroImage 46 (2009) 1005-1017]. NeuroImage 48(1): 311 (2009) - [j110]Karl J. Friston, Stefan J. Kiebel:
Cortical circuits for perceptual inference. Neural Networks 22(8): 1093-1104 (2009) - [j109]Stefan J. Kiebel, Katharina von Kriegstein, Jean Daunizeau, Karl J. Friston:
Recognizing Sequences of Sequences. PLoS Comput. Biol. 5(8) (2009) - 2008
- [j108]Justin R. Chumbley, Raymond J. Dolan, Karl J. Friston:
Attractor models of working memory and their modulation by reward. Biol. Cybern. 98(1): 11-18 (2008) - [j107]Karl J. Friston, Carlton Chu, Janaina Mourão Miranda, Oliver J. Hulme, Geraint Rees, Will D. Penny, John Ashburner:
Bayesian decoding of brain images. NeuroImage 39(1): 181-205 (2008) - [j106]André C. Marreiros, Stefan J. Kiebel, Karl J. Friston:
Dynamic causal modelling for fMRI: A two-state model. NeuroImage 39(1): 269-278 (2008) - [j105]Stefan J. Kiebel, Jean Daunizeau, Christophe Phillips, Karl J. Friston:
Variational Bayesian inversion of the equivalent current dipole model in EEG/MEG. NeuroImage 39(2): 728-741 (2008) - [j104]Karl J. Friston, Lee M. Harrison, Jean Daunizeau, Stefan J. Kiebel, Christophe Phillips, Nelson J. Trujillo-Barreto, Richard N. Henson, Guillaume Flandin, Jérémie Mattout:
Multiple sparse priors for the M/EEG inverse problem. NeuroImage 39(3): 1104-1120 (2008) - [j103]Lee M. Harrison, William D. Penny, Jean Daunizeau, Karl J. Friston:
Diffusion-based spatial priors for functional magnetic resonance images. NeuroImage 41(2): 408-423 (2008) - [j102]Karl J. Friston:
Variational filtering. NeuroImage 41(3): 747-766 (2008) - [j101]Karl J. Friston, Nelson J. Trujillo-Barreto, Jean Daunizeau:
DEM: A variational treatment of dynamic systems. NeuroImage 41(3): 849-885 (2008) - [j100]Chun-Chuan Chen, Stefan J. Kiebel, Karl J. Friston:
Dynamic causal modelling of induced responses. NeuroImage 41(4): 1293-1312 (2008) - [j99]André C. Marreiros, Jean Daunizeau, Stefan J. Kiebel, Karl J. Friston:
Population dynamics: Variance and the sigmoid activation function. NeuroImage 42(1): 147-157 (2008) - [j98]Rosalyn J. Moran, Klaas E. Stephan, Stefan J. Kiebel, N. Rombach, W. T. O'Connor, K. J. Murphy, Richard B. Reilly, Karl J. Friston:
Bayesian estimation of synaptic physiology from the spectral responses of neural masses. NeuroImage 42(1): 272-284 (2008) - [j97]Klaas Enno Stephan, Lars Kasper, Lee M. Harrison, Jean Daunizeau, Hanneke E. M. den Ouden, Michael Breakspear, Karl J. Friston:
Nonlinear dynamic causal models for fMRI. NeuroImage 42(2): 649-662 (2008) - [j96]Marta I. Garrido, Karl J. Friston, Stefan J. Kiebel, Klaas E. Stephan, Torsten Baldeweg, James M. Kilner:
The functional anatomy of the MMN: A DCM study of the roving paradigm. NeuroImage 42(2): 936-944 (2008) - [j95]Vladimir Litvak, Karl J. Friston:
Electromagnetic source reconstruction for group studies. NeuroImage 42(4): 1490-1498 (2008) - [j94]Lee M. Harrison, William D. Penny, Guillaume Flandin, Christian C. Ruff, Nikolaus Weiskopf, Karl J. Friston:
Graph-partitioned spatial priors for functional magnetic resonance images. NeuroImage 43(4): 694-707 (2008) - [j93]Kay Henning Brodersen, William D. Penny, Lee M. Harrison, Jean Daunizeau, Christian C. Ruff, Emrah Düzel, Karl J. Friston, Klaas E. Stephan:
Integrated Bayesian models of learning and decision making for saccadic eye movements. Neural Networks 21(9): 1247-1260 (2008) - [j92]Gustavo Deco, Viktor K. Jirsa, Peter A. Robinson, Michael Breakspear, Karl J. Friston:
The Dynamic Brain: From Spiking Neurons to Neural Masses and Cortical Fields. PLoS Comput. Biol. 4(8) (2008) - [j91]Karl J. Friston:
Mean-Fields and Neural Masses. PLoS Comput. Biol. 4(8) (2008) - [j90]Karl J. Friston:
Hierarchical Models in the Brain. PLoS Comput. Biol. 4(11) (2008) - [j89]Stefan J. Kiebel, Jean Daunizeau, Karl J. Friston:
A Hierarchy of Time-Scales and the Brain. PLoS Comput. Biol. 4(11) (2008) - [j88]Wako Yoshida, Raymond J. Dolan, Karl J. Friston:
Game Theory of Mind. PLoS Comput. Biol. 4(12) (2008) - [j87]Guillaume Flandin, Karl J. Friston:
Statistical parametric mapping (SPM). Scholarpedia 3(4): 6232 (2008) - 2007
- [j86]Jérémie Mattout, Richard N. Henson, Karl J. Friston:
Canonical Source Reconstruction for MEG. Comput. Intell. Neurosci. 2007 (2007) - [j85]James Kilner, Karl J. Friston, Christopher D. Frith:
Predictive coding: an account of the mirror neuron system. Cogn. Process. 8(3): 159-166 (2007) - [j84]Karl J. Friston, Jérémie Mattout, Nelson J. Trujillo-Barreto, John Ashburner, William D. Penny:
Variational free energy and the Laplace approximation. NeuroImage 34(1): 220-234 (2007) - [j83]Lee M. Harrison, Klaas E. Stephan, Geraint Rees, Karl J. Friston:
Extra-classical receptive field effects measured in striate cortex with fMRI. NeuroImage 34(3): 1199-1208 (2007) - [j82]Stefan J. Kiebel, Stefan Klöppel, Nikolaus Weiskopf, Karl J. Friston:
Dynamic causal modeling: A generative model of slice timing in fMRI. NeuroImage 34(4): 1487-1496 (2007) - [j81]Janaina Mourão Miranda, Karl J. Friston, Michael John Brammer:
Dynamic discrimination analysis: A spatial-temporal SVM. NeuroImage 36(1): 88-99 (2007) - [j80]Stefan J. Kiebel, Marta I. Garrido, Karl J. Friston:
Dynamic causal modelling of evoked responses: The role of intrinsic connections. NeuroImage 36(2): 332-345 (2007) - [j79]Marta I. Garrido, James M. Kilner, Stefan J. Kiebel, Klaas E. Stephan, Karl J. Friston:
Dynamic causal modelling of evoked potentials: A reproducibility study. NeuroImage 36(3): 571-580 (2007) - [j78]Mohamed L. Seghier, Karl J. Friston, Cathy J. Price:
Detecting subject-specific activations using fuzzy clustering. NeuroImage 36(3): 594-605 (2007) - [j77]Rosalyn J. Moran, Stefan J. Kiebel, Klaas E. Stephan, Richard B. Reilly, Jean Daunizeau, Karl J. Friston:
A neural mass model of spectral responses in electrophysiology. NeuroImage 37(3): 706-720 (2007) - [j76]Jenny Crinion, John Ashburner, Alex P. Leff, Matthew Brett, Cathy J. Price, Karl J. Friston:
Spatial normalization of lesioned brains: Performance evaluation and impact on fMRI analyses. NeuroImage 37(3): 866-875 (2007) - [j75]Jean Daunizeau, Karl J. Friston:
A mesostate-space model for EEG and MEG. NeuroImage 38(1): 67-81 (2007) - [j74]Klaas Enno Stephan, Nikolaus Weiskopf, Peter M. Drysdale, Peter A. Robinson, Karl J. Friston:
Comparing hemodynamic models with DCM. NeuroImage 38(3): 387-401 (2007) - [j73]Richard N. Henson, Jérémie Mattout, Krish D. Singh, Gareth R. Barnes, Arjan Hillebrand, Karl J. Friston:
Population-level inferences for distributed MEG source localization under multiple constraints: Application to face-evoked fields. NeuroImage 38(3): 422-438 (2007) - [j72]Justin R. Chumbley, Karl J. Friston, Tom Fearn, Stefan J. Kiebel:
A Metropolis-Hastings algorithm for dynamic causal models. NeuroImage 38(3): 478-487 (2007) - [j71]Lee M. Harrison, William D. Penny, John Ashburner, Nelson J. Trujillo-Barreto, Karl J. Friston:
Diffusion-based spatial priors for imaging. NeuroImage 38(4): 677-695 (2007) - [j70]Sukhbinder Kumar, Klaas E. Stephan, Jason D. Warren, Karl J. Friston, Timothy D. Griffiths:
Hierarchical Processing of Auditory Objects in Humans. PLoS Comput. Biol. 3(6) (2007) - [j69]William D. Penny, Karl J. Friston:
Functional imaging. Scholarpedia 2(5): 1478 (2007) - [j68]Karl J. Friston, Klaas E. Stephan:
Free-energy and the brain. Synth. 159(3): 417-458 (2007) - 2006
- [j67]Jérémie Mattout, Christophe Phillips, William D. Penny, Michael D. Rugg, Karl J. Friston:
MEG source localization under multiple constraints: An extended Bayesian framework. NeuroImage 30(3): 753-767 (2006) - [j66]Adam D. Liston, Torben Ellegaard Lund, Afraim Salek-Haddadi, Khalid Hamandi, Karl J. Friston, Louis Lemieux:
Modelling cardiac signal as a confound in EEG-fMRI and its application in focal epilepsy studies. NeuroImage 30(3): 827-834 (2006) - [j65]Uta Noppeney, Will D. Penny, Cathy J. Price, Guillaume Flandin, Karl J. Friston:
Identification of degenerate neuronal systems based on intersubject variability. NeuroImage 30(3): 885-890 (2006) - [j64]Karl J. Friston, Pia Rotshtein, Joy J. Geng, Philipp Sterzer, Richard N. A. Henson:
A critique of functional localisers. NeuroImage 30(4): 1077-1087 (2006) - [j63]Karl J. Friston, Richard N. A. Henson:
Commentary on: Divide and conquer; a defence of functional localisers. NeuroImage 30(4): 1097-1099 (2006) - [j62]Lucy Lee, Karl J. Friston, Barry Horwitz:
Large-scale neural models and dynamic causal modelling. NeuroImage 30(4): 1243-1254 (2006) - [j61]Olivier David, Stefan J. Kiebel, Lee M. Harrison, Jérémie Mattout, James M. Kilner, Karl J. Friston:
Dynamic causal modeling of evoked responses in EEG and MEG. NeuroImage 30(4): 1255-1272 (2006) - [j60]Stefan J. Kiebel, Olivier David, Karl J. Friston:
Dynamic causal modelling of evoked responses in EEG/MEG with lead field parameterization. NeuroImage 30(4): 1273-1284 (2006) - [j59]Olivier David, James M. Kilner, Karl J. Friston:
Mechanisms of evoked and induced responses in MEG/EEG. NeuroImage 31(4): 1580-1591 (2006) - [j58]Khalid Hamandi, Afraim Salek-Haddadi, Helmut Laufs, Adam D. Liston, Karl J. Friston, David R. Fish, John S. Duncan, Louis Lemieux:
EEG-fMRI of idiopathic and secondarily generalized epilepsies. NeuroImage 31(4): 1700-1710 (2006) - [j57]Kim Mouridsen, Karl J. Friston, Niels Hjort, Louise Gyldensted, Leif Østergaard, Stefan J. Kiebel:
Bayesian estimation of cerebral perfusion using a physiological model of microvasculature. NeuroImage 33(2): 570-579 (2006) - [j56]Lee M. Harrison, Andrew Duggins, Karl J. Friston:
Encoding uncertainty in the hippocampus. Neural Networks 19(5): 535-546 (2006) - 2005
- [j55]Andrea Mechelli, Jennifer T. Crinion, Steven Long, Karl J. Friston, Matthew A. Lambon Ralph, Karalyn Patterson, James L. McClelland, Cathy J. Price:
Dissociating Reading Processes on the Basis of Neuronal Interactions. J. Cogn. Neurosci. 17(11): 1753-1765 (2005) - [j54]Karl J. Friston, Klaas E. Stephan, Torben Ellegaard Lund, Alexa M. Morcom, Stefan J. Kiebel:
Mixed-effects and fMRI studies. NeuroImage 24(1): 244-252 (2005) - [j53]William D. Penny, Nelson J. Trujillo-Barreto, Karl J. Friston:
Bayesian fMRI time series analysis with spatial priors. NeuroImage 24(2): 350-362 (2005) - [j52]Christophe Phillips, Jérémie Mattout, Michael D. Rugg, Pierre Maquet, Karl J. Friston:
An empirical Bayesian solution to the source reconstruction problem in EEG. NeuroImage 24(4): 997-1011 (2005) - [j51]Karl J. Friston, William D. Penny, Daniel E. Glaser:
Conjunction revisited. NeuroImage 25(3): 661-667 (2005) - [j50]Dewen Hu, Lirong Yan, Yadong Liu, Zongtan Zhou, Karl J. Friston, Changlian Tan, Daxing Wu:
Unified SPM-ICA for fMRI analysis. NeuroImage 25(3): 746-755 (2005) - [j49]Olivier David, Lee M. Harrison, Karl J. Friston:
Modelling event-related responses in the brain. NeuroImage 25(3): 756-770 (2005) - [j48]Elisabeth Rounis, Lucy Lee, Hartwig R. Siebner, James B. Rowe, Karl J. Friston, John C. Rothwell, Richard S. J. Frackowiak:
Frequency specific changes in regional cerebral blood flow and motor system connectivity following rTMS to the primary motor cortex. NeuroImage 26(1): 164-176 (2005) - [j47]John Ashburner, Karl J. Friston:
Unified segmentation. NeuroImage 26(3): 839-851 (2005) - [j46]James M. Kilner, Jérémie Mattout, Richard N. Henson, Karl J. Friston:
Hemodynamic correlates of EEG: A heuristic. NeuroImage 28(1): 280-286 (2005) - [j45]Bryan A. Strange, Andrew Duggins, William D. Penny, Raymond J. Dolan, Karl J. Friston:
Information theory, novelty and hippocampal responses: unpredicted or unpredictable? Neural Networks 18(3): 225-230 (2005) - 2004
- [j44]Olivier David, Diego Cosmelli, Karl J. Friston:
Evaluation of different measures of functional connectivity using a neural mass model. NeuroImage 21(2): 659-673 (2004) - [j43]Stefan J. Kiebel, Karl J. Friston:
Statistical parametric mapping for event-related potentials: I. Generic considerations. NeuroImage 22(2): 492-502 (2004) - [j42]Stefan J. Kiebel, Karl J. Friston:
Statistical parametric mapping for event-related potentials (II): a hierarchical temporal model. NeuroImage 22(2): 503-520 (2004) - [j41]William D. Penny, Klaas E. Stephan, Andrea Mechelli, Karl J. Friston:
Comparing dynamic causal models. NeuroImage 22(3): 1157-1172 (2004) - [j40]Karl J. Friston, John Ashburner:
Generative and recognition models for neuroanatomy. NeuroImage 23(1): 21-24 (2004) - [j39]Ed Bullmore, Lee M. Harrison, Lucy Lee, Andrea Mechelli, Karl J. Friston:
Brain connectivity workshop, Cambridge UK, may 2003. Neuroinformatics 2(2): 123-125 (2004) - 2003
- [j38]Michael Breakspear, John R. Terry, Karl J. Friston:
Modulation of excitatory synaptic coupling facilitates synchronization and complex dynamics in a nonlinear model of neuronal dynamics. Neurocomputing 52-54: 151-158 (2003) - [j37]Andrea Mechelli, Cathy J. Price, Rik N. A. Henson, Karl J. Friston:
Estimating efficiency a priori: a comparison of blocked and randomized designs. NeuroImage 18(3): 798-805 (2003) - [j36]Andrea Mechelli, Rik N. A. Henson, Cathy J. Price, Karl J. Friston:
Comparing event-related and epoch analysis in blocked design fMRI. NeuroImage 18(3): 806-810 (2003) - [j35]Darren R. Gitelman, William D. Penny, John Ashburner, Karl J. Friston:
Modeling regional and psychophysiologic interactions in fMRI: the importance of hemodynamic deconvolution. NeuroImage 19(1): 200-207 (2003) - [j34]William D. Penny, Stefan J. Kiebel, Karl J. Friston:
Variational Bayesian inference for fMRI time series. NeuroImage 19(3): 727-741 (2003) - [j33]Karl J. Friston, William D. Penny:
Posterior probability maps and SPMs. NeuroImage 19(3): 1240-1249 (2003) - [j32]Karl J. Friston, Lee M. Harrison, William D. Penny:
Dynamic causal modelling. NeuroImage 19(4): 1273-1302 (2003) - [j31]Lee M. Harrison, William D. Penny, Karl J. Friston:
Multivariate autoregressive modeling of fMRI time series. NeuroImage 19(4): 1477-1491 (2003) - [j30]Michael Breakspear, John R. Terry, Karl J. Friston, Anthony W. F. Harris, Leanne M. Williams, K. Brown, John Brennan, Evian Gordon:
A disturbance of nonlinear interdependence in scalp EEG of subjects with first episode schizophrenia. NeuroImage 20(1): 466-478 (2003) - [j29]Stefan J. Kiebel, Daniel E. Glaser, Karl J. Friston:
A heuristic for the degrees of freedom of statistics based on multiple variance parameters. NeuroImage 20(1): 591-600 (2003) - [j28]Olivier David, Karl J. Friston:
A neural mass model for MEG/EEG: : coupling and neuronal dynamics. NeuroImage 20(3): 1743-1755 (2003) - [j27]Karl J. Friston:
Learning and inference in the brain. Neural Networks 16(9): 1325-1352 (2003) - [j26]William D. Penny, Karl J. Friston:
Mixtures of General Linear Models for Functional Neuroimaging. IEEE Trans. Medical Imaging 22(4): 504-514 (2003) - 2002
- [j25]Richard N. A. Henson, Cathy J. Price, Michael D. Rugg, Robert Turner, Karl J. Friston:
Detecting Latency Differences in Event-Related BOLD Responses: Application to Words versus Nonwords and Initial versus Repeated Face Presentations. NeuroImage 15(1): 83-97 (2002) - [j24]Joseph T. Devlin, C. J. Moore, C. J. Mummery, Maria Luisa Gorno-Tempini, J. A. Phillips, Uta Noppeney, Richard S. J. Frackowiak, Karl J. Friston, Cathy J. Price:
Anatomic Constraints on Cognitive Theories of Category Specificity. NeuroImage 15(3): 675-685 (2002) - [j23]Darren R. Gitelman, Todd B. Parrish, Karl J. Friston, M.-Marsel Mesulam:
Functional Anatomy of Visual Search: Regional Segregations within the Frontal Eye Fields and Effective Connectivity of the Superior Colliculus. NeuroImage 15(4): 970-982 (2002) - [j22]Karl J. Friston, William D. Penny, Christophe Phillips, Stefan J. Kiebel, Geoffrey E. Hinton, John Ashburner:
Classical and Bayesian Inference in Neuroimaging: Theory. NeuroImage 16(2): 465-483 (2002) - [j21]Karl J. Friston, Daniel E. Glaser, Richard N. A. Henson, Stefan J. Kiebel, Christophe Phillips, John Ashburner:
Classical and Bayesian Inference in Neuroimaging: Applications. NeuroImage 16(2): 484-512 (2002) - [j20]Karl J. Friston:
Bayesian Estimation of Dynamical Systems: An Application to fMRI. NeuroImage 16(2): 513-530 (2002) - [j19]Christophe Phillips, Michael D. Rugg, Karl J. Friston:
Anatomically Informed Basis Functions for EEG Source Localization: Combining Functional and Anatomical Constraints. NeuroImage 16(3): 678-695 (2002) - [j18]Catriona D. Good, Rachael I. Scahill, Nick C. Fox, John Ashburner, Karl J. Friston, Dennis Chan, William R. Crum, Martin Rossor, Richard S. J. Frackowiak:
Automatic Differentiation of Anatomical Patterns in the Human Brain: Validation with Studies of Degenerative Dementias. NeuroImage 17(1): 29-46 (2002) - [j17]Christophe Phillips, Michael D. Rugg, Karl J. Friston:
Systematic Regularization of Linear Inverse Solutions of the EEG Source Localization Problem. NeuroImage 17(1): 287-301 (2002) - [j16]C. H. Salmond, John Ashburner, Faraneh Vargha-Khadem, Alan Connelly, David G. Gadian, Karl J. Friston:
The Precision of Anatomical Normalization in the Medial Temporal Lobe Using Spatial Basis Functions. NeuroImage 17(1): 507-512 (2002) - [j15]James B. Rowe, Karl J. Friston, Richard S. Frackowiak, Richard E. Passingham:
Attention to Action: Specific Modulation of Corticocortical Interactions in Humans. NeuroImage 17(2): 988-998 (2002) - [j14]C. H. Salmond, John Ashburner, Faraneh Vargha-Khadem, Alan Connelly, David G. Gadian, Karl J. Friston:
Distributional Assumptions in Voxel-Based Morphometry. NeuroImage 17(2): 1027-1030 (2002) - [j13]Dick J. Veltman, Andrea Mechelli, Karl J. Friston, Cathy J. Price:
The Importance of Distributed Sampling in Blocked Functional Magnetic Resonance Imaging Designs. NeuroImage 17(3): 1203-1206 (2002) - [j12]Andrea Mechelli, Will D. Penny, Cathy J. Price, Darren R. Gitelman, Karl J. Friston:
Effective Connectivity and Intersubject Variability: Using a Multisubject Network to Test Differences and Commonalities. NeuroImage 17(3): 1459-1469 (2002) - 2001
- [j11]D. Chawla, Erik D. Lumer, Karl J. Friston:
Relating Macroscopic Measures of Brain Activity to Fast, Dynamic Neuronal Interactions. Neural Comput. 12(12): 2805-2821 (2001) - [j10]Catriona D. Good, Ingrid S. Johnsrude, John Ashburner, Richard N. A. Henson, Karl J. Friston, Richard S. J. Frackowiak:
A Voxel-Based Morphometric Study of Ageing in 465 Normal Adult Human Brains. NeuroImage 14(1): 21-36 (2001) - [j9]Catriona D. Good, Ingrid S. Johnsrude, John Ashburner, Richard N. A. Henson, Karl J. Friston, Richard S. J. Frackowiak:
Cerebral Asymmetry and the Effects of Sex and Handedness on Brain Structure: A Voxel-Based Morphometric Analysis of 465 Normal Adult Human Brains. NeuroImage 14(3): 685-700 (2001) - [j8]Andrea Mechelli, Cathy J. Price, Karl J. Friston:
Nonlinear Coupling between Evoked rCBF and BOLD Signals: A Simulation Study of Hemodynamic Responses. NeuroImage 14(4): 862-872 (2001) - [j7]Anthony R. McIntosh, Susan M. Fitzpatrick, Karl J. Friston:
On the Marriage of Cognition and Neuroscience. NeuroImage 14(6): 1231-1237 (2001) - [j6]John Ashburner, Karl J. Friston:
Why Voxel-Based Morphometry Should Be Used. NeuroImage 14(6): 1238-1243 (2001) - [j5]D. Chawla, Karl J. Friston, Erik D. Lumer:
Zero-lag synchronous dynamics in triplets of interconnected cortical areas. Neural Networks 14(6-7): 727-735 (2001) - 2000
- [j4]John G. Taylor, Barry Horwitz, Karl J. Friston:
The global brain: imaging and modelling: Introduction: 2000 Special Issue. Neural Networks 13(8-9): 827- (2000) - [j3]Barry Horwitz, Karl J. Friston, John G. Taylor:
Neural modeling and functional brain imaging: an overview. Neural Networks 13(8-9): 829-846 (2000) - [j2]Christian Büchel, Karl J. Friston:
Assessing interactions among neuronal systems using functional neuroimaging. Neural Networks 13(8-9): 871-882 (2000) - 1999
- [j1]D. Chawla, Erik D. Lumer, Karl J. Friston:
The Relationship Between Synchronization Among Neuronal Populations and Their Mean Activity Levels. Neural Comput. 11(6): 1389-1411 (1999)
Conference and Workshop Papers
- 2023
- [c8]Yu Zheng, David C. Zhu, Jian Ren, Taosheng Liu, Karl J. Friston, Tongtong Li:
A Mathematical Model for Neuronal Activity and Brain Information Processing Capacity. ICASSP 2023: 1-5 - [c7]Mahault Albarracin, Inês Hipólito, Safae Essafi Tremblay, Jason G. Fox, Gabriel René, Karl J. Friston, Maxwell J. D. Ramstead:
Designing Explainable Artificial Intelligence with Active Inference: A Framework for Transparent Introspection and Decision-Making. IWAI 2023: 123-144 - 2020
- [c6]Casper Hesp, Alexander Tschantz, Beren Millidge, Maxwell Ramstead, Karl J. Friston, Ryan Smith:
Sophisticated Affective Inference: Simulating Anticipatory Affective Dynamics of Imagining Future Events. IWAI 2020: 179-186 - [c5]Zafeirios Fountas, Noor Sajid, Pedro A. M. Mediano, Karl J. Friston:
Deep active inference agents using Monte-Carlo methods. NeurIPS 2020 - 2019
- [c4]Thomas Parr, Danijar Hafner, Karl J. Friston:
Disorders of Artificial Awareness. AAAI Spring Symposium: Towards Conscious AI Systems 2019 - [c3]Vladimir Litvak, Amirhossein Jafarian, Peter Zeidman, Roni Tibon, Richard N. Henson, Karl J. Friston:
There's no such thing as a 'true' model: the challenge of assessing face validity. SMC 2019: 4403-4408 - 2017
- [c2]Sebastian Otte, Theresa Schmitt, Karl J. Friston, Martin V. Butz:
Inferring Adaptive Goal-Directed Behavior Within Recurrent Neural Networks. ICANN (1) 2017: 227-235 - 2002
- [c1]Pierre Hellier, John Ashburner, Isabelle Corouge, Christian Barillot, Karl J. Friston:
Inter Subject Registration of Functional and Anatomical Data Using SPM. MICCAI (2) 2002: 590-597
Parts in Books or Collections
- 2017
- [p2]Karl J. Friston:
The Variational Principles of Action. Geometric and Numerical Foundations of Movements 2017: 207-235 - 1998
- [p1]Christian Büchel, Karl J. Friston:
Attentional Modulation in Visual Pathways. Concepts for Neural Networks 1998: 225-241
Editorship
- 2015
- [e1]Yike Guo, Karl J. Friston, A. Aldo Faisal, Sean L. Hill, Hanchuan Peng:
Brain Informatics and Health - 8th International Conference, BIH 2015, London, UK, August 30 - September 2, 2015. Proceedings. Lecture Notes in Computer Science 9250, Springer 2015, ISBN 978-3-319-23343-7 [contents]
Data and Artifacts
- 2023
- [d8]Christini Katsanevaki, André M. Bastos, Hayriye Cagnan, Conrado A. Bosman, Karl J. Friston, Pascal Fries:
Code and data for "Attentional effects on local V1 microcircuits explain selective V1-V4 communication". Zenodo, 2023
- 2020
- [d7]Dominik R. Bach, Karl J. Friston, Raymond J. Dolan:
PsPM-trSP3: SCR measurement in response to aversive/arousing/neutral IAPS pictures while subjected to auditory distractors. Zenodo, 2020 - [d6]Rosalyn J. Moran, Erik D. Fagerholm, Maell Cullen, Jean Daunizeau, Mark P. Richardson, Steven C. R. Williams, Federico E. Turkheimer, Robert Leech, Karl J. Friston:
RosalynMoran/Covid-19: Covid-19. Version v1.0. Zenodo, 2020 [all versions] - [d5]Rosalyn J. Moran, Erik D. Fagerholm, Maell Cullen, Jean Daunizeau, Mark P. Richardson, Steven C. R. Williams, Federico E. Turkheimer, Robert Leech, Karl J. Friston:
RosalynMoran/Covid-19: Covid-19. Version v1.0. Zenodo, 2020 [all versions] - 2019
- [d4]Dominik R. Bach, Karl J. Friston, Raymond J. Dolan:
PsPM-trSP1: SCR, and heart beat measurement in response to aversive/neutral IAPS pictures while subjected to auditory distractors. Zenodo, 2019 - [d3]Dominik R. Bach, Karl J. Friston, Raymond J. Dolan:
PsPM-trSP2: SCR measurement in response to aversive/arousing/neutral IAPS pictures while subjected to auditory distractors. Zenodo, 2019 - 2017
- [d2]Dominik R. Bach, Guillaume Flandin, Karl J. Friston, Raymond J. Dolan:
PsPM-SCRV6: Skin conductance responses to pain by electric stimulation. Version 1. Zenodo, 2017 [all versions] - [d1]Dominik R. Bach, Guillaume Flandin, Karl J. Friston, Raymond J. Dolan:
PsPM-SCRV6: Skin conductance responses to pain by electric stimulation. Version 1.1.0. Zenodo, 2017 [all versions]
Informal and Other Publications
- 2024
- [i34]Jamie Norris, Aswin Chari, Gerald K. Cooray, Martin Tisdall, Karl J. Friston, Richard Rosch:
Localising the Seizure Onset Zone from Single-Pulse Electrical Stimulation Responses with a Transformer. CoRR abs/2403.20324 (2024) - [i33]Karl J. Friston, Conor Heins, Tim Verbelen, Lancelot Da Costa, Tommaso Salvatori, Dimitrije Markovic, Alexander Tschantz, Magnus T. Koudahl, Christopher Buckley, Thomas Parr:
From pixels to planning: scale-free active inference. CoRR abs/2407.20292 (2024) - [i32]Lancelot Da Costa, Tomás Gavenciak, David Hyland, Mandana Samiei, Cristian Dragos-Manta, Candice Pattisapu, Adeel Razi, Karl J. Friston:
Possible principles for aligned structure learning agents. CoRR abs/2410.00258 (2024) - 2023
- [i31]Umais Zahid, Qinghai Guo, Karl J. Friston, Zafeirios Fountas:
Curvature-Sensitive Predictive Coding with Approximate Laplace Monte Carlo. CoRR abs/2303.04976 (2023) - [i30]Mahault Albarracin, Inês Hipólito, Safae Essafi Tremblay, Jason G. Fox, Gabriel René, Karl J. Friston, Maxwell J. D. Ramstead:
Designing explainable artificial intelligence with active inference: A framework for transparent introspection and decision-making. CoRR abs/2306.04025 (2023) - [i29]Leonardo Novelli, Karl J. Friston, Adeel Razi:
Spectral Dynamic Causal Modelling: A Didactic Introduction and its Relationship with Functional Connectivity. CoRR abs/2306.13429 (2023) - [i28]Mehran H. Bazargani, Szymon Urbas, Karl J. Friston:
Brain in the Dark: Design Principles for Neuro-mimetic Learning and Inference. CoRR abs/2307.08613 (2023) - [i27]Conor Heins, Beren Millidge, Lancelot Da Costa, Richard Mann, Karl J. Friston, Iain D. Couzin:
Collective behavior from surprise minimization. CoRR abs/2307.14804 (2023) - [i26]Kai Yuan, Noor Sajid, Karl J. Friston, Zhibin Li:
Hierarchical generative modelling for autonomous robots. CoRR abs/2308.07775 (2023) - [i25]Tommaso Salvatori, Ankur Arjun Mali, Christopher L. Buckley, Thomas Lukasiewicz, Rajesh P. N. Rao, Karl J. Friston, Alexander Ororbia:
Brain-Inspired Computational Intelligence via Predictive Coding. CoRR abs/2308.07870 (2023) - [i24]Sungwoo Lee, Younghyun Oh, Hyunhoe An, Hyebhin Yoon, Karl J. Friston, Seok Jun Hong, Choong-Wan Woo:
Life-inspired Interoceptive Artificial Intelligence for Autonomous and Adaptive Agents. CoRR abs/2309.05999 (2023) - [i23]Dimitrije Markovic, Karl J. Friston, Stefan J. Kiebel:
Bayesian sparsification for deep neural networks with Bayesian model reduction. CoRR abs/2309.12095 (2023) - [i22]Karl J. Friston, Lancelot Da Costa, Alexander Tschantz, Alex B. Kiefer, Tommaso Salvatori, Victorita Neacsu, Magnus T. Koudahl, Conor Heins, Noor Sajid, Dimitrije Markovic, Thomas Parr, Tim Verbelen, Christopher L. Buckley:
Supervised structure learning. CoRR abs/2311.10300 (2023) - [i21]Karl J. Friston, Tommaso Salvatori, Takuya Isomura, Alexander Tschantz, Alex B. Kiefer, Tim Verbelen, Magnus T. Koudahl, Aswin Paul, Thomas Parr, Adeel Razi, Brett Kagan, Christopher L. Buckley, Maxwell J. D. Ramstead:
Active Inference and Intentional Behaviour. CoRR abs/2312.07547 (2023) - 2022
- [i20]Conor Heins, Beren Millidge, Daphne Demekas, Brennan Klein, Karl J. Friston, Iain D. Couzin, Alexander Tschantz:
pymdp: A Python library for active inference in discrete state spaces. CoRR abs/2201.03904 (2022) - [i19]Alessandro Barp, Lancelot Da Costa, Guilherme França, Karl J. Friston, Mark A. Girolami, Michael I. Jordan, Grigorios A. Pavliotis:
Geometric Methods for Sampling, Optimisation, Inference and Adaptive Agents. CoRR abs/2203.10592 (2022) - [i18]Ajith Anil Meera, Filip Novicky, Thomas Parr, Karl J. Friston, Pablo Lanillos, Noor Sajid:
Reclaiming saliency: rhythmic precision-modulated action and perception. CoRR abs/2203.12652 (2022) - [i17]Achim Schilling, William Sedley, Richard Gerum, Claus Metzner, Konstantin Tziridis, Andreas K. Maier, Holger Schulze, Fan-Gang Zeng, Karl J. Friston, Patrick Krauss:
Predictive Coding and Stochastic Resonance: Towards a Unified Theory of Auditory (Phantom) Perception. CoRR abs/2204.03354 (2022) - [i16]Chris Fields, Karl J. Friston, James F. Glazebrook, Michael Levin, Antonino Marciano:
The Free Energy Principle drives neuromorphic development. CoRR abs/2207.09734 (2022) - [i15]Elliot Murphy, Emma Holmes, Karl J. Friston:
Natural Language Syntax Complies with the Free-Energy Principle. CoRR abs/2210.15098 (2022) - [i14]Karl J. Friston, Maxwell J. D. Ramstead, Alex B. Kiefer, Alexander Tschantz, Christopher L. Buckley, Mahault Albarracin, Riddhi J. Pitliya, Conor Heins, Brennan Klein, Beren Millidge, Dalton A. R. Sakthivadivel, Toby St Clere Smithe, Magnus T. Koudahl, Safae Essafi Tremblay, Capm Petersen, Kaiser Fung, Jason G. Fox, Steven Swanson, Dan Mapes, Gabriel René:
Designing Ecosystems of Intelligence from First Principles. CoRR abs/2212.01354 (2022) - 2021
- [i13]Domenico Maisto, Francesco Gregoretti, Karl J. Friston, Giovanni Pezzulo:
Active Tree Search in Large POMDPs. CoRR abs/2103.13860 (2021) - [i12]Felix Schoeller, Mark Miller, Roy Salomon, Karl J. Friston:
Trust as Extended Control: Active Inference and User Feedback During Human-Robot Collaboration. CoRR abs/2104.11153 (2021) - [i11]Noor Sajid, Panagiotis Tigas, Alexey Zakharov, Zafeirios Fountas, Karl J. Friston:
Exploration and preference satisfaction trade-off in reward-free learning. CoRR abs/2106.04316 (2021) - [i10]Noor Sajid, Francesco Faccio, Lancelot Da Costa, Thomas Parr, Jürgen Schmidhuber, Karl J. Friston:
Bayesian brains and the Rényi divergence. CoRR abs/2107.05438 (2021) - [i9]Noor Sajid, Lancelot Da Costa, Thomas Parr, Karl J. Friston:
Active inference, Bayesian optimal design, and expected utility. CoRR abs/2110.04074 (2021) - 2020
- [i8]Karl J. Friston, Lancelot Da Costa, Danijar Hafner, Casper Hesp, Thomas Parr:
Sophisticated Inference. CoRR abs/2006.04120 (2020) - [i7]Zafeirios Fountas, Noor Sajid, Pedro A. M. Mediano, Karl J. Friston:
Deep active inference agents using Monte-Carlo methods. CoRR abs/2006.04176 (2020) - [i6]Danijar Hafner, Pedro A. Ortega, Jimmy Ba, Thomas Parr, Karl J. Friston, Nicolas Heess:
Action and Perception as Divergence Minimization. CoRR abs/2009.01791 (2020) - [i5]Lancelot Da Costa, Noor Sajid, Thomas Parr, Karl J. Friston, Ryan Smith:
The relationship between dynamic programming and active inference: the discrete, finite-horizon case. CoRR abs/2009.08111 (2020) - 2019
- [i4]Noor Sajid, Philip J. Ball, Karl J. Friston:
Demystifying active inference. CoRR abs/1909.10863 (2019) - 2018
- [i3]Biswa Sengupta, Karl J. Friston:
How Robust are Deep Neural Networks? CoRR abs/1804.11313 (2018) - 2017
- [i2]Biswa Sengupta, Karl J. Friston:
Approximate Bayesian inference as a gauge theory. CoRR abs/1705.06614 (2017) - [i1]Gerald K. Cooray, Richard Rosch, Torsten Baldeweg, Louis Lemieux, Karl J. Friston, Biswa Sengupta:
Bayesian Belief Updating of Spatiotemporal Seizure Dynamics. CoRR abs/1705.07278 (2017)
Coauthor Index
Ray Dolan
aka: Raymond J. Dolan
aka: Raymond J. Dolan
James Kilner
aka: James M. Kilner
aka: James M. Kilner
William D. Penny
aka: Will D. Penny
aka: Will D. Penny
Klaas E. Stephan
aka: Klaas Enno Stephan
aka: Klaas Enno Stephan
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