Karl J. Friston

According to our database1, Karl J. Friston authored at least 239 papers between 1999 and 2019.

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Bibliography

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

Dynamic causal modelling of fluctuating connectivity in resting-state EEG.
NeuroImage, 2019

Thalamocortical dynamics underlying spontaneous transitions in beta power in Parkinsonism.
NeuroImage, 2019

Dynamic causal modelling revisited.
NeuroImage, 2019

Distinct modes of functional connectivity induced by movie-watching.
NeuroImage, 2019

Impulsivity and Active Inference.
J. Cognitive Neuroscience, 2019

Caching mechanisms for habit formation in Active Inference.
Neurocomputing, 2019

Demystifying active inference.
CoRR, 2019

Disorders of Artificial Awareness.
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.
Synthese, 2018

Generic dynamic causal modelling: An illustrative application to Parkinson's disease.
NeuroImage, 2018

MULAN: Evaluation and ensemble statistical inference for functional connectivity.
NeuroImage, 2018

Dynamic effective connectivity in resting state fMRI.
NeuroImage, 2018

Effective connectivity during working memory and resting states: A DCM study.
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

The Discrete and Continuous Brain: From Decisions to Movement - And Back Again.
Neural Computation, 2018

The Active Inference Approach to Ecological Perception: General Information Dynamics for Natural and Artificial Embodied Cognition.
Front. Robotics and AI, 2018

The Anatomy of Inference: Generative Models and Brain Structure.
Front. Comput. Neurosci., 2018

How Robust are Deep Neural Networks?
CoRR, 2018

Planning and navigation as active inference.
Biological Cybernetics, 2018

2017
A unifying Bayesian account of contextual effects in value-based choice.
PLoS Computational Biology, 2017

Sequential inference as a mode of cognition and its correlates in fronto-parietal and hippocampal brain regions.
PLoS Computational Biology, 2017

Computational neuroimaging strategies for single patient predictions.
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

Dynamic causal modelling of seizure activity in a rat model.
NeuroImage, 2017

On the importance of modeling fMRI transients when estimating effective connectivity: A dynamic causal modeling study using ASL data.
NeuroImage, 2017

Regression DCM for fMRI.
NeuroImage, 2017

Expectation violation and attention to pain jointly modulate neural gain in somatosensory cortex.
NeuroImage, 2017

Active Inference, Curiosity and Insight.
Neural Computation, 2017

Active Inference: A Process Theory.
Neural Computation, 2017

A Factor Graph Description of Deep Temporal Active Inference.
Front. Comput. Neurosci., 2017

Approximate Bayesian inference as a gauge theory.
CoRR, 2017

Bayesian Belief Updating of Spatiotemporal Seizure Dynamics.
CoRR, 2017

Inferring Adaptive Goal-Directed Behavior Within Recurrent Neural Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017

2016
The Connected Brain: Causality, models, and intrinsic dynamics.
IEEE Signal Process. Mag., 2016

Dynamic causal modeling of touch-evoked potentials in the rubber hand illusion.
NeuroImage, 2016

Gradient-based MCMC samplers for dynamic causal modelling.
NeuroImage, 2016

Profiling neuronal ion channelopathies with non-invasive brain imaging and dynamic causal models: Case studies of single gene mutations.
NeuroImage, 2016

Bayesian model reduction and empirical Bayes for group (DCM) studies.
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

Anterior insula coordinates hierarchical processing of tactile mismatch responses.
NeuroImage, 2016

Dynamic causal modelling of eye movements during pursuit: Confirming precision-encoding in V1 using MEG.
NeuroImage, 2016

Active Inference and Learning in the Cerebellum.
Neural Computation, 2016

Scene Construction, Visual Foraging, and Active Inference.
Front. Comput. Neurosci., 2016

Bridging the Gap: Dynamic Causal Modeling and Granger Causality Analysis of Resting State Functional Magnetic Resonance Imaging.
Brain Connectivity, 2016

2015
Estimating anatomical trajectories with Bayesian mixed-effects modeling.
NeuroImage, 2015

Dynamic causal modelling for functional near-infrared spectroscopy.
NeuroImage, 2015

Gradient-free MCMC methods for dynamic causal modelling.
NeuroImage, 2015

Construct validation of a DCM for resting state fMRI.
NeuroImage, 2015

Tracking slow modulations in synaptic gain using dynamic causal modelling: Validation in epilepsy.
NeuroImage, 2015

Physiologically informed dynamic causal modeling of fMRI data.
NeuroImage, 2015

Test-retest reliability of dynamic causal modeling for fMRI.
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

Active Inference, Evidence Accumulation, and the Urn Task.
Neural Computation, 2015

Sensory Processing and the Rubber Hand Illusion - An Evoked Potentials Study.
J. Cognitive Neuroscience, 2015

Simultaneous Learning and Filtering without Delusions: A Bayes-Optimal Derivation of Combining Predictive Inference and Adaptive Filtering.
Front. Comput. Neurosci., 2015

Dopamine, reward learning, and active inference.
Front. Comput. Neurosci., 2015

2014
The Brain Ages Optimally to Model Its Environment: Evidence from Sensory Learning over the Adult Lifespan.
PLoS Computational Biology, 2014

Self-Organization and Compositionality in Cognitive Brains [Further Thoughts].
Proceedings of the IEEE, 2014

Cognitive Dynamics: From Attractors to Active Inference.
Proceedings of the IEEE, 2014

The Impact of Active Inference on Engineering [Further Thoughts].
Proceedings of the IEEE, 2014

A Standardized [18F]-FDG-PET Template for Spatial Normalization in Statistical Parametric Mapping of Dementia.
Neuroinformatics, 2014

Efficient gradient computation for dynamical models.
NeuroImage, 2014

Bayesian model selection for group studies - Revisited.
NeuroImage, 2014

Contrast gain control and horizontal interactions in V1: A DCM study.
NeuroImage, 2014

Algorithmic procedures for Bayesian MEG/EEG source reconstruction in SPM.
NeuroImage, 2014

Subcortical amygdala pathways enable rapid face processing.
NeuroImage, 2014

Re-thinking the role of motor cortex: Context-sensitive motor outputs?
NeuroImage, 2014

On nodes and modes in resting state fMRI.
NeuroImage, 2014

A DCM for resting state fMRI.
NeuroImage, 2014

Granger causality revisited.
NeuroImage, 2014

Neural masses and fields: modeling the dynamics of brain activity.
Front. Comput. Neurosci., 2014

Active inference, eye movements and oculomotor delays.
Biological Cybernetics, 2014

2013
Information and Efficiency in the Nervous System - A Synthesis.
PLoS Computational Biology, 2013

A Neurocomputational Model of the Mismatch Negativity.
PLoS Computational Biology, 2013

Modelling Trial-by-Trial Changes in the Mismatch Negativity.
PLoS Computational Biology, 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

Network discovery with large DCMs.
NeuroImage, 2013

Dynamic causal modelling of lateral interactions in the visual cortex.
NeuroImage, 2013

Anatomical connectivity and the resting state activity of large cortical networks.
NeuroImage, 2013

Basal ganglia-cortical interactions in Parkinsonian patients.
NeuroImage, 2013

Convolution models for induced electromagnetic responses.
NeuroImage, 2013

Model selection and gobbledygook: Response to Lohmann et al.
NeuroImage, 2013

Sample size and the fallacies of classical inference.
NeuroImage, 2013

Characterising reward outcome signals in sensory cortex.
NeuroImage, 2013

Network reconfiguration and working memory impairment in mesial temporal lobe epilepsy.
NeuroImage, 2013

Set-level threshold-free tests on the intrinsic volumes of SPMs.
NeuroImage, 2013

On conductance-based neural field models.
Front. Comput. Neurosci., 2013

Neural masses and fields in dynamic causal modeling.
Front. Comput. Neurosci., 2013

An electrophysiological validation of stochastic DCM for fMRI.
Front. Comput. Neurosci., 2013

Active inference, sensory attenuation and illusions.
Cognitive Processing, 2013

2012
Dopamine, Affordance and Active Inference.
PLoS Computational Biology, 2012

Learning and Generalization under Ambiguity: An fMRI Study.
PLoS Computational Biology, 2012

The danger of systematic bias in group-level FMRI-lag-based causality estimation.
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

Dynamic causal modeling with neural fields.
NeuroImage, 2012

Decoding episodic memory in ageing: A Bayesian analysis of activity patterns predicting memory.
NeuroImage, 2012

DCM for complex-valued data: Cross-spectra, coherence and phase-delays.
NeuroImage, 2012

The history of the future of the Bayesian brain.
NeuroImage, 2012

Ten ironic rules for non-statistical reviewers.
NeuroImage, 2012

Distributed processing; distributed functions?
NeuroImage, 2012

Stochastic dynamic causal modelling of fMRI data: Should we care about neural noise?
NeuroImage, 2012

A dynamic causal model for evoked and induced responses.
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

What is value - accumulated reward or evidence?
Front. Neurorobot., 2012

Perception and self-organized instability.
Front. Comput. Neurosci., 2012

A Free Energy Principle for Biological Systems.
Entropy, 2012

Embodied inference and spatial cognition.
Cognitive Processing, 2012

Free Energy, Value, and Attractors.
Comp. Math. Methods in Medicine, 2012

Active inference and agency: optimal control without cost functions.
Biological Cybernetics, 2012

2011
Alterations in Brain Connectivity Underlying Beta Oscillations in Parkinsonism.
PLoS Computational Biology, 2011

Optimizing Experimental Design for Comparing Models of Brain Function.
PLoS Computational Biology, 2011

Effective connectivity: Influence, causality and biophysical modeling.
NeuroImage, 2011

Slice-timing effects and their correction in functional MRI.
NeuroImage, 2011

Neural fields, spectral responses and lateral connections.
NeuroImage, 2011

Consistent spectral predictors for dynamic causal models of steady-state responses.
NeuroImage, 2011

Generalised filtering and stochastic DCM for fMRI.
NeuroImage, 2011

Dynamic modeling of neuronal responses in fMRI using cubature Kalman filtering.
NeuroImage, 2011

Post hoc Bayesian model selection.
NeuroImage, 2011

Network discovery with DCM.
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

Diffeomorphic registration using geodesic shooting and Gauss-Newton optimisation.
NeuroImage, 2011

Predictive Coding and Pitch Processing in the Auditory Cortex.
J. Cognitive Neuroscience, 2011

EEG and MEG Data Analysis in SPM8.
Comp. Int. and Neurosc., 2011

Academic Software Applications for Electromagnetic Brain Mapping Using MEG and EEG.
Comp. Int. and Neurosc., 2011

Functional and Effective Connectivity: A Review.
Brain Connectivity, 2011

Action understanding and active inference.
Biological Cybernetics, 2011

2010
Dynamic causal modeling.
Scholarpedia, 2010

Comparing Families of Dynamic Causal Models.
PLoS Computational Biology, 2010

Ten simple rules for dynamic causal modeling.
NeuroImage, 2010

Adaptive and aberrant reward prediction signals in the human brain.
NeuroImage, 2010

A dynamic causal model study of neuronal population dynamics.
NeuroImage, 2010

Optimized beamforming for simultaneous MEG and intracranial local field potential recordings in deep brain stimulation patients.
NeuroImage, 2010

Computational and dynamic models in neuroimaging.
NeuroImage, 2010

Topological FDR for neuroimaging.
NeuroImage, 2010

Multinomial inference on distributed responses in SPM.
NeuroImage, 2010

Action and behavior: a free-energy formulation.
Biological Cybernetics, 2010

2009
Recognizing Sequences of Sequences.
PLoS Computational Biology, 2009

Cortical circuits for perceptual inference.
Neural Networks, 2009

A Tribute to: Keith Worsley - 1951-2009.
NeuroImage, 2009

Tractography-based priors for dynamic causal models.
NeuroImage, 2009

Bayesian model selection for group studies.
NeuroImage, 2009

Corrigendum to "Bayesian model selection for group studies" [NeuroImage 46 (2009) 1005-1017].
NeuroImage, 2009

Dynamic causal models of steady-state responses.
NeuroImage, 2009

Population dynamics under the Laplace assumption.
NeuroImage, 2009

Short-term adaptation to a simple motor task: A physiological process preserved in multiple sclerosis.
NeuroImage, 2009

Selecting forward models for MEG source-reconstruction using model-evidence.
NeuroImage, 2009

MEG and EEG data fusion: Simultaneous localisation of face-evoked responses.
NeuroImage, 2009

Repetition suppression and plasticity in the human brain.
NeuroImage, 2009

Dynamical causal modelling for M/EEG: Spatial and temporal symmetry constraints.
NeuroImage, 2009

Dynamic causal modelling of distributed electromagnetic responses.
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

Computing average shaped tissue probability templates.
NeuroImage, 2009

Neural Correlates of Stimulus Reportability.
J. Cognitive Neuroscience, 2009

Perception and hierarchical dynamics.
Front. Neuroinform., 2009

2008
Statistical parametric mapping (SPM).
Scholarpedia, 2008

Game Theory of Mind.
PLoS Computational Biology, 2008

A Hierarchy of Time-Scales and the Brain.
PLoS Computational Biology, 2008

Hierarchical Models in the Brain.
PLoS Computational Biology, 2008

Mean-Fields and Neural Masses.
PLoS Computational Biology, 2008

The Dynamic Brain: From Spiking Neurons to Neural Masses and Cortical Fields.
PLoS Computational Biology, 2008

Integrated Bayesian models of learning and decision making for saccadic eye movements.
Neural Networks, 2008

Nonlinear dynamic causal models for fMRI.
NeuroImage, 2008

Bayesian estimation of synaptic physiology from the spectral responses of neural masses.
NeuroImage, 2008

Dynamic causal modelling for fMRI: A two-state model.
NeuroImage, 2008

Population dynamics: Variance and the sigmoid activation function.
NeuroImage, 2008

Electromagnetic source reconstruction for group studies.
NeuroImage, 2008

Variational Bayesian inversion of the equivalent current dipole model in EEG/MEG.
NeuroImage, 2008

Graph-partitioned spatial priors for functional magnetic resonance images.
NeuroImage, 2008

Diffusion-based spatial priors for functional magnetic resonance images.
NeuroImage, 2008

The functional anatomy of the MMN: A DCM study of the roving paradigm.
NeuroImage, 2008

DEM: A variational treatment of dynamic systems.
NeuroImage, 2008

Multiple sparse priors for the M/EEG inverse problem.
NeuroImage, 2008

Bayesian decoding of brain images.
NeuroImage, 2008

Variational filtering.
NeuroImage, 2008

Dynamic causal modelling of induced responses.
NeuroImage, 2008

Attractor models of working memory and their modulation by reward.
Biological Cybernetics, 2008

2007
Free-energy and the brain.
Synthese, 2007

Functional imaging.
Scholarpedia, 2007

Hierarchical Processing of Auditory Objects in Humans.
PLoS Computational Biology, 2007

Comparing hemodynamic models with DCM.
NeuroImage, 2007

Detecting subject-specific activations using fuzzy clustering.
NeuroImage, 2007

A neural mass model of spectral responses in electrophysiology.
NeuroImage, 2007

Dynamic discrimination analysis: A spatial-temporal SVM.
NeuroImage, 2007

Dynamic causal modeling: A generative model of slice timing in fMRI.
NeuroImage, 2007

Dynamic causal modelling of evoked responses: The role of intrinsic connections.
NeuroImage, 2007

Population-level inferences for distributed MEG source localization under multiple constraints: Application to face-evoked fields.
NeuroImage, 2007

Extra-classical receptive field effects measured in striate cortex with fMRI.
NeuroImage, 2007

Diffusion-based spatial priors for imaging.
NeuroImage, 2007

Dynamic causal modelling of evoked potentials: A reproducibility study.
NeuroImage, 2007

Variational free energy and the Laplace approximation.
NeuroImage, 2007

A mesostate-space model for EEG and MEG.
NeuroImage, 2007

Spatial normalization of lesioned brains: Performance evaluation and impact on fMRI analyses.
NeuroImage, 2007

A Metropolis-Hastings algorithm for dynamic causal models.
NeuroImage, 2007

Predictive coding: an account of the mirror neuron system.
Cognitive Processing, 2007

Canonical Source Reconstruction for MEG.
Comp. Int. and Neurosc., 2007

2006
Encoding uncertainty in the hippocampus.
Neural Networks, 2006

Identification of degenerate neuronal systems based on intersubject variability.
NeuroImage, 2006

Bayesian estimation of cerebral perfusion using a physiological model of microvasculature.
NeuroImage, 2006

MEG source localization under multiple constraints: An extended Bayesian framework.
NeuroImage, 2006

Modelling cardiac signal as a confound in EEG-fMRI and its application in focal epilepsy studies.
NeuroImage, 2006

Large-scale neural models and dynamic causal modelling.
NeuroImage, 2006

Dynamic causal modelling of evoked responses in EEG/MEG with lead field parameterization.
NeuroImage, 2006

EEG-fMRI of idiopathic and secondarily generalized epilepsies.
NeuroImage, 2006

A critique of functional localisers.
NeuroImage, 2006

Commentary on: Divide and conquer; a defence of functional localisers.
NeuroImage, 2006

Dynamic causal modeling of evoked responses in EEG and MEG.
NeuroImage, 2006

Mechanisms of evoked and induced responses in MEG/EEG.
NeuroImage, 2006

2005
Information theory, novelty and hippocampal responses: unpredicted or unpredictable?
Neural Networks, 2005

Frequency specific changes in regional cerebral blood flow and motor system connectivity following rTMS to the primary motor cortex.
NeuroImage, 2005

Hemodynamic correlates of EEG: A heuristic.
NeuroImage, 2005

Unified SPM-ICA for fMRI analysis.
NeuroImage, 2005

Conjunction revisited.
NeuroImage, 2005

Modelling event-related responses in the brain.
NeuroImage, 2005

Unified segmentation.
NeuroImage, 2005

Dissociating Reading Processes on the Basis of Neuronal Interactions.
J. Cognitive Neuroscience, 2005

2004
Brain connectivity workshop, Cambridge UK, may 2003.
Neuroinformatics, 2004

2003
Mixtures of General Linear Models for Functional Neuroimaging.
IEEE Trans. Med. Imaging, 2003

Learning and inference in the brain.
Neural Networks, 2003

Modulation of excitatory synaptic coupling facilitates synchronization and complex dynamics in a nonlinear model of neuronal dynamics.
Neurocomputing, 2003

2002
Inter Subject Registration of Functional and Anatomical Data Using SPM.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002

2001
Zero-lag synchronous dynamics in triplets of interconnected cortical areas.
Neural Networks, 2001

Relating Macroscopic Measures of Brain Activity to Fast, Dynamic Neuronal Interactions.
Neural Computation, 2001

2000
The global brain: imaging and modelling: Introduction: 2000 Special Issue.
Neural Networks, 2000

Neural modeling and functional brain imaging: an overview.
Neural Networks, 2000

Assessing interactions among neuronal systems using functional neuroimaging.
Neural Networks, 2000

1999
The Relationship Between Synchronization Among Neuronal Populations and Their Mean Activity Levels.
Neural Computation, 1999


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