Karl J. Friston

ORCID

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 159

Top Venues

Publications

Lancelot Da Costa, Noor Sajid, Thomas Parr, Karl J. Friston, Ryan Smith
Reward Maximization Through Discrete Active Inference. Neural Comput. 35 (5) (2023)
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 (2023)
Mehran H. Bazargani, Szymon Urbas, Karl J. Friston
Brain in the Dark: Design Principles for Neuro-mimetic Learning and Inference. CoRR (2023)
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 (2023)
Kai Yuan, Noor Sajid, Karl J. Friston, Zhibin Li
Hierarchical generative modelling for autonomous robots. Nat. Mac. Intell. 5 (12) (2023)
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 (2023)
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) (2023)
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 (2023)
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)
Dimitrije Markovic, Karl J. Friston, Stefan J. Kiebel
Bayesian sparsification for deep neural networks with Bayesian model reduction. CoRR (2023)
Leonardo Novelli, Karl J. Friston, Adeel Razi
Spectral Dynamic Causal Modelling: A Didactic Introduction and its Relationship with Functional Connectivity. CoRR (2023)
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 (2023)
Conor Heins, Beren Millidge, Lancelot Da Costa, Richard Mann, Karl J. Friston, Iain D. Couzin
Collective behavior from surprise minimization. CoRR (2023)
Kai Yuan, Noor Sajid, Karl J. Friston, Zhibin Li
Hierarchical generative modelling for autonomous robots. CoRR (2023)
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 (2023)
Umais Zahid, Qinghai Guo, Karl J. Friston, Zafeirios Fountas
Curvature-Sensitive Predictive Coding with Approximate Laplace Monte Carlo. CoRR (2023)
Peter Zeidman, Karl J. Friston, Thomas Parr
A primer on Variational Laplace (VL). NeuroImage 279 (2023)
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) (2023)
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 (2023)
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) (2023)
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 (2023)
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 (2023)
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) (2022)
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) (2022)
Kenji Doya, Karl J. Friston, Masashi Sugiyama, Joshua B. Tenenbaum
Neural Networks special issue on Artificial Intelligence and Brain Science. Neural Networks 155 (2022)
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 (2022)
Holger Engleitner, Ashwani Jha, Marta Suarez 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) (2022)
Conor Heins, Beren Millidge, Daphne Demekas, Brennan Klein, Karl J. Friston, Iain Couzin, Alexander Tschantz
pymdp: A Python library for active inference in discrete state spaces. CoRR (2022)
Elliot Murphy, Emma Holmes, Karl J. Friston
Natural Language Syntax Complies with the Free-Energy Principle. CoRR (2022)
Lancelot Da Costa, Pablo Lanillos, Noor Sajid, Karl J. Friston, Shujhat Khan
How Active Inference Could Help Revolutionise Robotics. Entropy 24 (3) (2022)
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) (2022)
Chris Fields, Karl J. Friston, James F. Glazebrook, Michael Levin, Antonino Marciano
The Free Energy Principle drives neuromorphic development. CoRR (2022)
Ajith Anil Meera, Filip Novicky, Thomas Parr, Karl J. Friston, Pablo Lanillos, Noor Sajid
Reclaiming saliency: rhythmic precision-modulated action and perception. CoRR (2022)
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)
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)
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 (2022)
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)
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 (2022)
Noor Sajid, Francesco Faccio, Lancelot Da Costa, Thomas Parr, Jürgen Schmidhuber, Karl J. Friston
Bayesian Brains and the Rényi Divergence. Neural Comput. 34 (4) (2022)
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 (2022)
Chris Fields, Karl J. Friston, James F. Glazebrook, Michael Levin, Antonino Marciano
The free energy principle induces neuromorphic development. Neuromorph. Comput. Eng. 2 (4) (2022)
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)
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) (2022)
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) (2021)
Thomas Parr, Lancelot Da Costa, Conor Heins, Maxwell James D. Ramstead, Karl J. Friston
Memory and Markov Blankets. Entropy 23 (9) (2021)
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) (2021)
Lancelot Da Costa, Thomas Parr, Biswa Sengupta, Karl J. Friston
Neural Dynamics under Active Inference: Plausibility and Efficiency of Information Processing. Entropy 23 (4) (2021)
Thomas Parr, Noor Sajid, Lancelot Da Costa, M. Berk Mirza, Karl J. Friston
Generative Models for Active Vision. Frontiers Neurorobotics 15 (2021)
Domenico Maisto, Francesco Gregoretti, Karl J. Friston, Giovanni Pezzulo
Active Tree Search in Large POMDPs. CoRR (2021)
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) (2021)
Amirhossein Jafarian, Peter Zeidman, Rob. C. Wykes, Matthew C. Walker, Karl J. Friston
Adiabatic dynamic causal modelling. NeuroImage 238 (2021)
Noor Sajid, Panagiotis Tigas, Alexey Zakharov, Zafeirios Fountas, Karl J. Friston
Exploration and preference satisfaction trade-off in reward-free learning. CoRR (2021)
Karl J. Friston, Conor Heins, Kai Ueltzhöffer, Lancelot Da Costa, Thomas Parr
Stochastic Chaos and Markov Blankets. Entropy 23 (9) (2021)
Felix Schoeller, Mark Miller, Roy Salomon, Karl J. Friston
Trust as Extended Control: Active Inference and User Feedback During Human-Robot Collaboration. CoRR (2021)
Karl J. Friston, Lancelot Da Costa, Thomas Parr
Some Interesting Observations on the Free Energy Principle. Entropy 23 (8) (2021)
Noor Sajid, Philip J. Ball, Thomas Parr, Karl J. Friston
Active Inference: Demystified and Compared. Neural Comput. 33 (3) (2021)
Noor Sajid, Francesco Faccio, Lancelot Da Costa, Thomas Parr, Jürgen Schmidhuber, Karl J. Friston
Bayesian brains and the Rényi divergence. CoRR (2021)
Karl J. Friston, Lancelot Da Costa, Danijar Hafner, Casper Hesp, Thomas Parr
Sophisticated Inference. Neural Comput. 33 (3) (2021)
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 (2021)
Noor Sajid, Laura Convertino, Karl J. Friston
Cancer Niches and Their Kikuchi Free Energy. Entropy 23 (5) (2021)
Noor Sajid, Lancelot Da Costa, Thomas Parr, Karl J. Friston
Active inference, Bayesian optimal design, and expected utility. CoRR (2021)
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 (2021)
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 (2021)
Karl J. Friston, Rosalyn J. Moran, Yukie Nagai, Tadahiro Taniguchi, Hiroaki Gomi, Josh Tenenbaum
World model learning and inference. Neural Networks 144 (2021)
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)
Tahereh S. Zarghami, Karl J. Friston
Erratum to 'Dynamic effective connectivity' [Neuroimage, 207 (2020) 116453]. NeuroImage 221 (2020)
Karl J. Friston, Wanja Wiese, J. Allan Hobson
Sentience and the Origins of Consciousness: From Cartesian Duality to Markovian Monism. Entropy 22 (5) (2020)
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)
Tahereh S. Zarghami, Karl J. Friston
Dynamic effective connectivity. NeuroImage 207 (2020)
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)
Nicola Binetti, Alessandro Tomassini, Karl J. Friston, Sven Bestmann
Uncoupling Sensation and Perception in Human Time Processing. J. Cogn. Neurosci. 32 (7) (2020)
Zafeirios Fountas, Noor Sajid, Pedro A. M. Mediano, Karl J. Friston
Deep active inference agents using Monte-Carlo methods. CoRR (2020)
Danijar Hafner, Pedro A. Ortega, Jimmy Ba, Thomas Parr, Karl J. Friston, Nicolas Heess
Action and Perception as Divergence Minimization. CoRR (2020)
Takuya Isomura, Karl J. Friston
Reverse-Engineering Neural Networks to Characterize Their Cost Functions. Neural Comput. 32 (11) (2020)
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 (2020)
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 (2020)
Thomas Parr, Noor Sajid, Karl J. Friston
Modules or Mean-Fields? Entropy 22 (5) (2020)
Jakub Limanowski, Vladimir Litvak, Karl J. Friston
Cortical beta oscillations reflect the contextual gating of visual action feedback. NeuroImage 222 (2020)
Karl J. Friston, Lancelot Da Costa, Danijar Hafner, Casper Hesp, Thomas Parr
Sophisticated Inference. CoRR (2020)
Daphne Demekas, Thomas Parr, Karl J. Friston
An Investigation of the Free Energy Principle for Emotion Recognition. Frontiers Comput. Neurosci. 14 (2020)
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 (2020)
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 (2020)
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 (2020)
Conor Heins, M. Berk Mirza, Thomas Parr, Karl J. Friston, Igor Kagan, Arezoo Pooresmaeili
Deep Active Inference and Scene Construction. Frontiers Artif. Intell. 3 (2020)
Zafeirios Fountas, Noor Sajid, Pedro A. M. Mediano, Karl J. Friston
Deep active inference agents using Monte-Carlo methods. NeurIPS (2020)
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 (2020)
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 (2020)
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) (2020)
Erik D. Fagerholm, Rosalyn J. Moran, Inês R. Violante, Robert Leech, Karl J. Friston
Dynamic causal modelling of phase-amplitude interactions. NeuroImage 208 (2020)
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)
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 (2019)
Domenico Maisto, Karl J. Friston, Giovanni Pezzulo
Caching mechanisms for habit formation in Active Inference. Neurocomputing 359 (2019)
Noor Sajid, Philip J. Ball, Karl J. Friston
Demystifying active inference. CoRR (2019)
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)
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)
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)
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 (2019)
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 (2019)
M. Berk Mirza, Rick A. Adams, Thomas Parr, Karl J. Friston
Impulsivity and Active Inference. J. Cogn. Neurosci. 31 (2) (2019)
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)

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Publication Activity (10 Years)

Top Topics

Top Venues

Karl J. Friston