Articles by Karl J. Friston

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Karl J. Friston

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Dynamic Causal Models of Time-Varying Connectivity

4 December 2024 by Johan Medrano and others

Neurons and Cognition, Biological Physics

Cortical Dynamics of Neural-Connectivity Fields

22 October 2024 by Gerald Cooray and others

Neurons and Cognition

On the Minimal Theory of Consciousness Implicit in Active Inference

9 October 2024 by Christopher Whyte and others at

University of Oxford

Neurons and Cognition

An approach to non-equilibrium statistical physics using variational Bayesian inference

17 June 2024 by Maxwell J. D. Ramstead and others

Statistical Mechanics, Mathematical Physics

Designing Ecosystems of Intelligence from First Principles

11 January 2024 by Karl Friston and others

Artificial Intelligence, Multiagent Systems

Active Inference and Intentional Behaviour

16 December 2023 by Karl Friston and others at

University of Oxford

Neurons and Cognition, Machine Learning

Supervised structure learning

17 November 2023 by Karl Friston and others

Machine Learning, Artificial Intelligence

Bayesian sparsification for deep neural networks with Bayesian model reduction

27 October 2023 by Dimitrije Marković and others

Machine Learning, Computer Vision and Pattern Recognition

Life-inspired Interoceptive Artificial Intelligence for Autonomous and Adaptive Agents

12 September 2023 by Sungwoo Lee and others

Artificial Intelligence, Neural and Evolutionary Computing

Linking fast and slow: the case for generative models

21 August 2023 by Johan Medrano and others

Neurons and Cognition, Applications

Frontal effective connectivity increases with task demands and time on task: a Dynamic Causal Model of electrocorticogram in macaque monkeys

10 January 2023 by Katharina Wegner and others

Neurons and Cognition

Modelling cortical network dynamics

3 January 2023 by Gerald Cooray and others

Neurons and Cognition

On Bayesian Mechanics: A Physics of and by Beliefs

14 November 2022 by Maxwell J. D. Ramstead and others

Statistical Mechanics, Dynamical Systems

On the Map-Territory Fallacy Fallacy

14 August 2022 by Maxwell J. D. Ramstead and others

History and Philosophy of Physics, Statistical Mechanics

Predictive coding and stochastic resonance as fundamental principles of auditory perception

23 May 2022 by Achim Schilling and others

Neurons and Cognition, Artificial Intelligence

Bayesian data assimilation for estimating epidemic evolution: a COVID-19 study

24 October 2021 by Xian Yang and others

Applications, Biological Physics

Trust as Extended Control: Active Inference and User Feedback During Human-Robot Collaboration

22 April 2021 by Felix Schoeller and others

Robotics, Artificial Intelligence

Dynamic causal modelling of mitigated epidemiological outcomes

24 November 2020 by Karl Friston and others

Populations and Evolution, Physics and Society

The principle of stationary action in neural systems

6 October 2020 by Erik Fagerholm and others

Neurons and Cognition, Classical Physics

Dynamic causal modelling of immune heterogeneity

17 September 2020 by Thomas Parr and others

Quantitative Methods, Physics and Society

Parametric dynamic causal modelling

26 August 2020 by Amirhossein Jafarian and others

Quantitative Methods

Parcels and particles: Markov blankets in the brain

19 July 2020 by Karl Friston and others

Neurons and Cognition, Quantitative Methods

Effective immunity and second waves: a dynamic causal modelling study

16 June 2020 by Karl Friston and others

Populations and Evolution, Quantitative Methods

Tracking and tracing in the UK: a dynamic causal modelling study

16 May 2020 by Karl Friston and others

Quantitative Methods, Populations and Evolution

Fighting seizures with seizures: diffusion and stability in neural systems

2 May 2020 by Erik Fagerholm and others

Neurons and Cognition, Quantitative Methods

Second waves, social distancing, and the spread of COVID-19 across America

26 April 2020 by Karl Friston and others

Populations and Evolution, Quantitative Methods

Estimating required 'lockdown' cycles before immunity to SARS-CoV-2: Model-based analyses of susceptible population sizes, 'S0', in seven European countries including the UK and Ireland

9 April 2020 by Rosalyn Moran and others

Populations and Evolution

Dynamic causal modelling of COVID-19

9 April 2020 by Karl Friston and others

Populations and Evolution, Quantitative Methods

Active inference: demystified and compared

29 January 2020 by Noor Sajid and others

Artificial Intelligence, Quantitative Methods

Estimating quantities conserved by virtue of scale invariance in timeseries

2 November 2019 by Erik Fagerholm and others

Data Analysis, Statistics and Probability, Neurons and Cognition

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Quantitative Methods Neurons and Cognition Populations and Evolution Artificial Intelligence Machine Learning Applications Adaptation and Self-Organizing Systems Biological Physics Physics and Society Neural and Evolutionary Computing Statistical Mechanics Dynamical Systems Multiagent Systems Computer Vision and Pattern Recognition History and Philosophy of Physics