Anil K. Seth

Christopher B. Timmermann

PLoS Comput. Biol., 2023

2022

Trial-by-trial predictions of subjective time from human brain activity.

[BibT_eX]

[DOI]

PLoS Comput. Biol., 2022

Psychedelics and schizophrenia: Distinct alterations to Bayesian inference.

[BibT_eX]

[DOI]

Hardik Rajpal

Pedro A. M. Mediano

Fernando E. Rosas

Stefan Brugger

Suresh D. Muthukumaraswamy

Daniel Bor

Robin L. Carhart-Harris

Henrik J. Jensen

NeuroImage, 2022

A Predictive Processing Model of Episodic Memory and Time Perception.

[BibT_eX]

[DOI]

Neural Comput., 2022

Hybrid Predictive Coding: Inferring, Fast and Slow.

[BibT_eX]

[DOI]

CoRR, 2022

2021

A Mathematical Walkthrough and Discussion of the Free Energy Principle.

[BibT_eX]

[DOI]

CoRR, 2021

Predictive Coding: a Theoretical and Experimental Review.

[BibT_eX]

[DOI]

CoRR, 2021

Understanding the origin of information-seeking exploration in probabilistic objectives for control.

[BibT_eX]

[DOI]

CoRR, 2021

Neural Kalman Filtering.

[BibT_eX]

[DOI]

CoRR, 2021

2020

Learning action-oriented models through active inference.

[BibT_eX]

[DOI]

PLoS Comput. Biol., 2020

Reconciling emergences: An information-theoretic approach to identify causal emergence in multivariate data.

[BibT_eX]

[DOI]

Robin L. Carhart-Harris

Daniel Bor

PLoS Comput. Biol., 2020

Decreased directed functional connectivity in the psychedelic state.

[BibT_eX]

[DOI]

Suresh D. Muthukumaraswamy

Robin L. Carhart-Harris

NeuroImage, 2020

Investigating the Scalability and Biological Plausibility of the Activation Relaxation Algorithm.

[BibT_eX]

[DOI]

CoRR, 2020

Relaxing the Constraints on Predictive Coding Models.

[BibT_eX]

[DOI]

CoRR, 2020

Activation Relaxation: A Local Dynamical Approximation to Backpropagation in the Brain.

[BibT_eX]

[DOI]

CoRR, 2020

Control as Hybrid Inference.

[BibT_eX]

[DOI]

CoRR, 2020

Reinforcement Learning as Iterative and Amortised Inference.

[BibT_eX]

[DOI]

CoRR, 2020

Reinforcement Learning through Active Inference.

[BibT_eX]

[DOI]

CoRR, 2020

On the Relationship Between Active Inference and Control as Inference.

[BibT_eX]

[DOI]

Proceedings of the Active Inference - First International Workshop, 2020

Scaling Active Inference.

[BibT_eX]

[DOI]

Manuel Baltieri

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

Measuring Integrated Information: Comparison of Candidate Measures in Theory and Simulation.

[BibT_eX]

[DOI]

Pedro A. M. Mediano

Entropy, 2019

Inferring the temporal structure of directed functional connectivity in neural systems: some extensions to Granger causality.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Sensorimotor contingency modulates visual awareness of virtual 3D objects.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Artificial Life, 2019

2018

Loss of consciousness is related to hyper-correlated gamma-band activity in anesthetized macaques and sleeping humans.

[BibT_eX]

[DOI]

NeuroImage, 2018

Solved problems for Granger causality in neuroscience: A response to Stokes and Purdon.

[BibT_eX]

[DOI]

NeuroImage, 2018

Hallucination Machine: Simulating Altered Perceptual Phenomenology with a Deep-Dream Virtual Reality platform.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Artificial Life, 2018

2016

Rhythmic Influence of Top-Down Perceptual Priors in the Phase of Prestimulus Occipital Alpha Oscillations.

[BibT_eX]

[DOI]

J. Cogn. Neurosci., 2016

2014

Directed Spectral Methods.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Computational Neuroscience, 2014

Influence of Wiring Cost on the Large-Scale Architecture of Human Cortical Connectivity.

[BibT_eX]

[DOI]

Dávid Samu

Thomas Nowotny

PLoS Comput. Biol., 2014

2013

Granger causality analysis of fMRI BOLD signals is invariant to hemodynamic convolution but not downsampling.

[BibT_eX]

[DOI]

Paul Chorley

NeuroImage, 2013

2012

The Enactive Torch: A New Tool for the Science of Perception.

[BibT_eX]

[DOI]

IEEE Trans. Haptics, 2012

Decision-making under risk: A graph-based network analysis using functional MRI.

[BibT_eX]

[DOI]

NeuroImage, 2012

2011

Practical Measures of Integrated Information for Time-Series Data.

[BibT_eX]

[DOI]

PLoS Comput. Biol., 2011

Wiener-Granger Causality: A well established methodology.

[BibT_eX]

[DOI]

Steven L. Bressler

NeuroImage, 2011

Causal Time Series Analysis of Functional Magnetic Resonance Imaging Data.

[BibT_eX]

[DOI]

Alard Roebroeck

Pedro A. Valdés-Sosa

Proceedings of the Neural Information Processing Systems (NIPS) Mini-Symposium on Causality in Time Series, 2011

Dopamine-Signaled Reward Predictions Generated by Competitive Excitation and Inhibition in a Spiking Neural Network Model.

[BibT_eX]

[DOI]

Paul Chorley

Frontiers Comput. Neurosci., 2011

2010

Measuring Autonomy and Emergence via Granger Causality.

[BibT_eX]

[DOI]

Artif. Life, 2010

2009

Consciousness and Complexity.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Complexity and Systems Science, 2009

Explanatory Correlates of Consciousness: Theoretical and Computational Challenges.

[BibT_eX]

[DOI]

Cogn. Comput., 2009

Don't Throw the Baby Iguana Out With the Bathwater.

[BibT_eX]

[DOI]

Adapt. Behav., 2009

2008

Embodied models of delayed neural responses: Spatiotemporal categorization and predictive motor control in brain based devices.

[BibT_eX]

[DOI]

Neural Networks, 2008

Axioms, properties and criteria: Roles for synthesis in the science of consciousness.

[BibT_eX]

[DOI]

Robert W. Clowes

Artif. Intell. Medicine, 2008

Closing the Sensory-Motor Loop on Dopamine Signalled Reinforcement Learning.

[BibT_eX]

[DOI]

Paul Chorley

Proceedings of the From Animals to Animats 10, 2008

Measuring emergence via nonlinear Granger causality.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on the Synthesis and Simulation of Living Systems, 2008

Movement Strategies for Learning in Visual Recognition.

[BibT_eX]

[DOI]

Edgar Bermudez Contreras

Andrew Philippides

Proceedings of the Eleventh International Conference on the Synthesis and Simulation of Living Systems, 2008

2007

Granger causality.

[BibT_eX]

[DOI]

Scholarpedia, 2007

Models of consciousness.

[BibT_eX]

[DOI]

Scholarpedia, 2007

Distinguishing Causal Interactions in Neural Populations.

[BibT_eX]

[DOI]

Neural Comput., 2007

Measuring Autonomy by Multivariate Autoregressive Modelling.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Life, 9th European Conference, 2007

Simulations of Simulations in Evolutionary Robotics.

[BibT_eX]

[DOI]

Edgar Bermudez Contreras

Proceedings of the Advances in Artificial Life, 9th European Conference, 2007

2006

Single-trial discrimination of truthful from deceptive responses during a game of financial risk using alpha-band MEG signals.

[BibT_eX]

[DOI]

John R. Iversen

NeuroImage, 2006

2005

Neurorobotic models in neuroscience and neuroinformatics.

[BibT_eX]

[DOI]

Olaf Sporns

Jeffrey L. Krichmar

Neuroinformatics, 2005

Spatial navigation and causal analysis in a brain-based device modeling cortical-hippocampal interactions.

[BibT_eX]

[DOI]

Neuroinformatics, 2005

2004

Active Sensing of Visual and Tactile Stimuli by Brain-based Devices.

[BibT_eX]

[DOI]

Int. J. Robotics Autom., 2004

Environment and Behavior Influence the Complexity of Evolved Neural Networks.

[BibT_eX]

[DOI]

Adapt. Behav., 2004

Texture Discrimination by an Autonomous Mobile Brain-based Device with Whiskers.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004

2002

The View From Elsewhere: Perspectives on ALife Modeling.

[BibT_eX]

[DOI]

Artif. Life, 2002

Distinguishing adaptive from non-adaptive evolution using Ashby's law of requisite variety.

[BibT_eX]

[DOI]

Proceedings of the 2002 Congress on Evolutionary Computation, 2002

2001

Modeling Group Foraging: Individual Suboptimality, Interference, and a Kind of Matching.

[BibT_eX]

[DOI]

Adapt. Behav., 2001

Spatially Explicit Models of Forager Interference.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Life, 6th European Conference, 2001

2000

On the relations between behaviour, mechanism, and environment : explorations in artificial evolution.

[BibT_eX]

[DOI]

PhD thesis, 2000

1999

Evolving Behavioural Choice: An Investigation into Herrnstein's Matching Law.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Life, 5th European Conference, 1999

1998

Noise and the Pursuit of Complexity: A Study in Evolutionary Robotics.

[BibT_eX]

[DOI]