Karl J. Friston
Orcid: 0000-0001-7984-8909Affiliations:
- University College London, Wellcome Trust Centre for Neuroimaging
According to our database1,
Karl J. Friston
authored at least 375 papers
between 1998 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Localising the Seizure Onset Zone from Single-Pulse Electrical Stimulation Responses with a Transformer.
CoRR, 2024
2023
Nat. Mac. Intell., December, 2023
NeuroImage, November, 2023
Neurochemistry-enriched dynamic causal models of magnetoencephalography, using magnetic resonance spectroscopy.
NeuroImage, August, 2023
NeuroImage, August, 2023
Coherent, time-shifted patterns of microstructural plasticity during motor-skill learning.
NeuroImage, July, 2023
Entropy, July, 2023
Control Flow in Active Inference Systems - Part II: Tensor Networks as General Models of Control Flow.
IEEE Trans. Mol. Biol. Multi Scale Commun., June, 2023
Control Flow in Active Inference Systems - Part I: Classical and Quantum Formulations of Active Inference.
IEEE Trans. Mol. Biol. Multi Scale Commun., June, 2023
Corrigendum: Small steps for mankind: Modeling the emergence of cumulative culture from joint active inference communication.
Frontiers Neurorobotics, June, 2023
CoRR, 2023
Life-inspired Interoceptive Artificial Intelligence for Autonomous and Adaptive Agents.
CoRR, 2023
CoRR, 2023
Spectral Dynamic Causal Modelling: A Didactic Introduction and its Relationship with Functional Connectivity.
CoRR, 2023
CoRR, 2023
Designing Explainable Artificial Intelligence with Active Inference: A Framework for Transparent Introspection and Decision-Making.
Proceedings of the Active Inference - 4th International Workshop, 2023
A Mathematical Model for Neuronal Activity and Brain Information Processing Capacity.
Proceedings of the IEEE International Conference on Acoustics, 2023
2022
Dynamic causal modelling shows a prominent role of local inhibition in alpha power modulation in higher visual cortex.
PLoS Comput. Biol., December, 2022
Neuromorph. Comput. Eng., December, 2022
PLoS Comput. Biol., September, 2022
Frontiers Neurorobotics, September, 2022
Small steps for mankind: Modeling the emergence of cumulative culture from joint active inference communication.
Frontiers Neurorobotics, September, 2022
Bayesian data assimilation for estimating instantaneous reproduction numbers during epidemics: Applications to COVID-19.
PLoS Comput. Biol., 2022
Neural Networks, 2022
Directed coupling in multi-brain networks underlies generalized synchrony during social exchange.
NeuroImage, 2022
J. Open Source Softw., 2022
Frontiers Comput. Neurosci., 2022
Predictive Coding and Stochastic Resonance: Towards a Unified Theory of Auditory (Phantom) Perception.
CoRR, 2022
CoRR, 2022
2021
Model-based prediction of muscarinic receptor function from auditory mismatch negativity responses.
NeuroImage, 2021
Neural Comput., 2021
J. Cogn. Neurosci., 2021
Frontiers Artif. Intell., 2021
A Drive towards Thermodynamic Efficiency for Dissipative Structures in Chemical Reaction Networks.
Entropy, 2021
Neural Dynamics under Active Inference: Plausibility and Efficiency of Information Processing.
Entropy, 2021
CoRR, 2021
Trust as Extended Control: Active Inference and User Feedback During Human-Robot Collaboration.
CoRR, 2021
2020
PLoS Comput. Biol., 2020
PLoS Comput. Biol., 2020
NeuroImage, 2020
NeuroImage, 2020
Object recognition is enabled by an experience-dependent appraisal of visual features in the brain's value system.
NeuroImage, 2020
NeuroImage, 2020
The effect of global signal regression on DCM estimates of noise and effective connectivity from resting state fMRI.
NeuroImage, 2020
Neural Comput., 2020
J. Cogn. Neurosci., 2020
A Bayesian Account of Generalist and Specialist Formation Under the Active Inference Framework.
Frontiers Artif. Intell., 2020
An Active Inference Approach to Modeling Structure Learning: Concept Learning as an Example Case.
Frontiers Comput. Neurosci., 2020
Frontiers Comput. Neurosci., 2020
Is the Free-Energy Principle a Formal Theory of Semantics? From Variational Density Dynamics to Neural and Phenotypic Representations.
Entropy, 2020
Sentience and the Origins of Consciousness: From Cartesian Duality to Markovian Monism.
Entropy, 2020
The relationship between dynamic programming and active inference: the discrete, finite-horizon case.
CoRR, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Sophisticated Affective Inference: Simulating Anticipatory Affective Dynamics of Imagining Future Events.
Proceedings of the Active Inference - First International Workshop, 2020
2019
With an eye on uncertainty: Modelling pupillary responses to environmental volatility.
PLoS Comput. Biol., 2019
Locus Coeruleus tracking of prediction errors optimises cognitive flexibility: An Active Inference model.
PLoS Comput. Biol., 2019
PLoS Comput. Biol., 2019
A guide to group effective connectivity analysis, part 2: Second level analysis with PEB.
NeuroImage, 2019
A guide to group effective connectivity analysis, part 1: First level analysis with DCM for fMRI.
NeuroImage, 2019
NeuroImage, 2019
Thalamocortical dynamics underlying spontaneous transitions in beta power in Parkinsonism.
NeuroImage, 2019
NeuroImage, 2019
Bayesian Filtering with Multiple Internal Models: Toward a Theory of Social Intelligence.
Neural Comput., 2019
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019
Proceedings of the Papers of the 2019 Towards Conscious AI Systems Symposium co-located with the Association for the Advancement of Artificial Intelligence 2019 Spring Symposium Series (AAAI SSS-19), 2019
2018
From cognitivism to autopoiesis: towards a computational framework for the embodied mind.
Synth., 2018
Calcium imaging and dynamic causal modelling reveal brain-wide changes in effective connectivity and synaptic dynamics during epileptic seizures.
PLoS Comput. Biol., 2018
Generic dynamic causal modelling: An illustrative application to Parkinson's disease.
NeuroImage, 2018
NeuroImage, 2018
NeuroImage, 2018
Effective connectivity inferred from fMRI transition dynamics during movie viewing points to a balanced reconfiguration of cortical interactions.
NeuroImage, 2018
Variability and reliability of effective connectivity within the core default mode network: A multi-site longitudinal spectral DCM study.
NeuroImage, 2018
Neural Comput., 2018
The Active Inference Approach to Ecological Perception: General Information Dynamics for Natural and Artificial Embodied Cognition.
Frontiers Robotics AI, 2018
Frontiers Comput. Neurosci., 2018
2017
Proceedings of the Geometric and Numerical Foundations of Movements, 2017
PLoS Comput. Biol., 2017
Sequential inference as a mode of cognition and its correlates in fronto-parietal and hippocampal brain regions.
PLoS Comput. Biol., 2017
NeuroImage, 2017
Neurophysiologically-informed markers of individual variability and pharmacological manipulation of human cortical gamma.
NeuroImage, 2017
Linking canonical microcircuits and neuronal activity: Dynamic causal modelling of laminar recordings.
NeuroImage, 2017
On the importance of modeling fMRI transients when estimating effective connectivity: A dynamic causal modeling study using ASL data.
NeuroImage, 2017
Expectation violation and attention to pain jointly modulate neural gain in somatosensory cortex.
NeuroImage, 2017
Frontiers Comput. Neurosci., 2017
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017
2016
IEEE Signal Process. Mag., 2016
NeuroImage, 2016
Profiling neuronal ion channelopathies with non-invasive brain imaging and dynamic causal models: Case studies of single gene mutations.
NeuroImage, 2016
NeuroImage, 2016
Dynamic causal modelling of electrographic seizure activity using Bayesian belief updating.
NeuroImage, 2016
Computational modelling of movement-related beta-oscillatory dynamics in human motor cortex.
NeuroImage, 2016
NeuroImage, 2016
Dynamic causal modelling of eye movements during pursuit: Confirming precision-encoding in V1 using MEG.
NeuroImage, 2016
Frontiers Comput. Neurosci., 2016
Bridging the Gap: Dynamic Causal Modeling and Granger Causality Analysis of Resting State Functional Magnetic Resonance Imaging.
Brain Connect., 2016
2015
NeuroImage, 2015
Tracking slow modulations in synaptic gain using dynamic causal modelling: Validation in epilepsy.
NeuroImage, 2015
Precision and neuronal dynamics in the human posterior parietal cortex during evidence accumulation.
NeuroImage, 2015
Characterising seizures in anti-NMDA-receptor encephalitis with dynamic causal modelling.
NeuroImage, 2015
A DCM study of spectral asymmetries in feedforward and feedback connections between visual areas V1 and V4 in the monkey.
NeuroImage, 2015
J. Cogn. Neurosci., 2015
Simultaneous Learning and Filtering without Delusions: A Bayes-Optimal Derivation of Combining Predictive Inference and Adaptive Filtering.
Frontiers Comput. Neurosci., 2015
2014
The Brain Ages Optimally to Model Its Environment: Evidence from Sensory Learning over the Adult Lifespan.
PLoS Comput. Biol., 2014
Proc. IEEE, 2014
A Standardized [18F]-FDG-PET Template for Spatial Normalization in Statistical Parametric Mapping of Dementia.
Neuroinformatics, 2014
NeuroImage, 2014
NeuroImage, 2014
NeuroImage, 2014
Frontiers Comput. Neurosci., 2014
2013
PLoS Comput. Biol., 2013
PLoS Comput. Biol., 2013
Nonlinear coupling between occipital and motor cortex during motor imagery: A dynamic causal modeling study.
NeuroImage, 2013
Early visual learning induces long-lasting connectivity changes during rest in the human brain.
NeuroImage, 2013
NeuroImage, 2013
NeuroImage, 2013
Network reconfiguration and working memory impairment in mesial temporal lobe epilepsy.
NeuroImage, 2013
Frontiers Comput. Neurosci., 2013
2012
NeuroImage, 2012
The influence of spontaneous activity on stimulus processing in primary visual cortex.
NeuroImage, 2012
The problem of low variance voxels in statistical parametric mapping; a new hat avoids a 'haircut'.
NeuroImage, 2012
Decoding episodic memory in ageing: A Bayesian analysis of activity patterns predicting memory.
NeuroImage, 2012
NeuroImage, 2012
NeuroImage, 2012
Dynamic causal modelling of precision and synaptic gain in visual perception - an EEG study.
NeuroImage, 2012
No evidence for a negative prediction error signal in peripheral indicators of sympathetic arousal.
NeuroImage, 2012
Frontiers Comput. Neurosci., 2012
Biol. Cybern., 2012
2011
PLoS Comput. Biol., 2011
PLoS Comput. Biol., 2011
NeuroImage, 2011
NeuroImage, 2011
NeuroImage, 2011
Dynamic causal modeling and Granger causality Comments on: The identification of interacting networks in the brain using fMRI: Model selection, causality and deconvolution.
NeuroImage, 2011
Comparing the similarity and spatial structure of neural representations: A pattern-component model.
NeuroImage, 2011
Controlling false positive rates in mass-multivariate tests for electromagnetic responses.
NeuroImage, 2011
NeuroImage, 2011
J. Cogn. Neurosci., 2011
Comput. Intell. Neurosci., 2011
2010
Optimized beamforming for simultaneous MEG and intracranial local field potential recordings in deep brain stimulation patients.
NeuroImage, 2010
2009
Corrigendum to "Bayesian model selection for group studies" [NeuroImage 46 (2009) 1005-1017].
NeuroImage, 2009
Short-term adaptation to a simple motor task: A physiological process preserved in multiple sclerosis.
NeuroImage, 2009
NeuroImage, 2009
NeuroImage, 2009
NeuroImage, 2009
False discovery rate revisited: FDR and topological inference using Gaussian random fields.
NeuroImage, 2009
Forward and backward connections in the brain: A DCM study of functional asymmetries.
NeuroImage, 2009
2008
PLoS Comput. Biol., 2008
Integrated Bayesian models of learning and decision making for saccadic eye movements.
Neural Networks, 2008
Bayesian estimation of synaptic physiology from the spectral responses of neural masses.
NeuroImage, 2008
NeuroImage, 2008
NeuroImage, 2008
NeuroImage, 2008
NeuroImage, 2008
Biol. Cybern., 2008
2007
NeuroImage, 2007
NeuroImage, 2007
Population-level inferences for distributed MEG source localization under multiple constraints: Application to face-evoked fields.
NeuroImage, 2007
NeuroImage, 2007
NeuroImage, 2007
Spatial normalization of lesioned brains: Performance evaluation and impact on fMRI analyses.
NeuroImage, 2007
2006
NeuroImage, 2006
Bayesian estimation of cerebral perfusion using a physiological model of microvasculature.
NeuroImage, 2006
NeuroImage, 2006
Modelling cardiac signal as a confound in EEG-fMRI and its application in focal epilepsy studies.
NeuroImage, 2006
Dynamic causal modelling of evoked responses in EEG/MEG with lead field parameterization.
NeuroImage, 2006
NeuroImage, 2006
2005
Neural Networks, 2005
Frequency specific changes in regional cerebral blood flow and motor system connectivity following rTMS to the primary motor cortex.
NeuroImage, 2005
NeuroImage, 2005
J. Cogn. Neurosci., 2005
2004
Statistical parametric mapping for event-related potentials (II): a hierarchical temporal model.
NeuroImage, 2004
Statistical parametric mapping for event-related potentials: I. Generic considerations.
NeuroImage, 2004
Evaluation of different measures of functional connectivity using a neural mass model.
NeuroImage, 2004
2003
IEEE Trans. Medical Imaging, 2003
NeuroImage, 2003
A heuristic for the degrees of freedom of statistics based on multiple variance parameters.
NeuroImage, 2003
Modeling regional and psychophysiologic interactions in fMRI: the importance of hemodynamic deconvolution.
NeuroImage, 2003
A disturbance of nonlinear interdependence in scalp EEG of subjects with first episode schizophrenia.
NeuroImage, 2003
Modulation of excitatory synaptic coupling facilitates synchronization and complex dynamics in a nonlinear model of neuronal dynamics.
Neurocomputing, 2003
2002
The Importance of Distributed Sampling in Blocked Functional Magnetic Resonance Imaging Designs.
NeuroImage, 2002
The Precision of Anatomical Normalization in the Medial Temporal Lobe Using Spatial Basis Functions.
NeuroImage, 2002
NeuroImage, 2002
Anatomically Informed Basis Functions for EEG Source Localization: Combining Functional and Anatomical Constraints.
NeuroImage, 2002
Systematic Regularization of Linear Inverse Solutions of the EEG Source Localization Problem.
NeuroImage, 2002
Effective Connectivity and Intersubject Variability: Using a Multisubject Network to Test Differences and Commonalities.
NeuroImage, 2002
Detecting Latency Differences in Event-Related BOLD Responses: Application to Words versus Nonwords and Initial versus Repeated Face Presentations.
NeuroImage, 2002
Automatic Differentiation of Anatomical Patterns in the Human Brain: Validation with Studies of Degenerative Dementias.
NeuroImage, 2002
Functional Anatomy of Visual Search: Regional Segregations within the Frontal Eye Fields and Effective Connectivity of the Superior Colliculus.
NeuroImage, 2002
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
2001
Neural Networks, 2001
Nonlinear Coupling between Evoked rCBF and BOLD Signals: A Simulation Study of Hemodynamic Responses.
NeuroImage, 2001
Cerebral Asymmetry and the Effects of Sex and Handedness on Brain Structure: A Voxel-Based Morphometric Analysis of 465 Normal Adult Human Brains.
NeuroImage, 2001
NeuroImage, 2001
Relating Macroscopic Measures of Brain Activity to Fast, Dynamic Neuronal Interactions.
Neural Comput., 2001
2000
Neural Networks, 2000
Neural Networks, 2000
1999
The Relationship Between Synchronization Among Neuronal Populations and Their Mean Activity Levels.
Neural Comput., 1999
1998
Proceedings of the Concepts for Neural Networks - A Survey, 1998