Joseph T. Lizier

PLoS Comput. Biol., 2021

Nonlinear reconfiguration of network edges, topology and information content during an artificial learning task.

[BibT_eX]

[DOI]

Brain Informatics, 2021

MNIST classification using Neuromorphic Nanowire Networks.

[BibT_eX]

[DOI]

Proceedings of the ICONS 2021: International Conference on Neuromorphic Systems 2021, 2021

2020

Generalised Measures of Multivariate Information Content.

[BibT_eX]

[DOI]

Entropy, 2020

Inferring network properties from time series via transfer entropy and mutual information: validation of bivariate versus multivariate approaches.

[BibT_eX]

[DOI]

Leonardo Novelli

CoRR, 2020

Exact Inference of Linear Dependence Between Multiple Autocorrelated Time Series.

[BibT_eX]

[DOI]

CoRR, 2020

2019

Transitions in information processing dynamics at the whole-brain network level are driven by alterations in neural gain.

[BibT_eX]

[DOI]

PLoS Comput. Biol., 2019

IDTxl: The Information Dynamics Toolkit xl: a Python package for the efficient analysis of multivariate information dynamics in networks.

[BibT_eX]

[DOI]

Mario Martínez-Zarzuela

Pedro A. M. Mediano

Leonardo Novelli

Michael Wibral

J. Open Source Softw., 2019

Deriving pairwise transfer entropy from network structure and motifs.

[BibT_eX]

[DOI]

CoRR, 2019

Large-scale directed network inference with multivariate transfer entropy and hierarchical statistical testing.

[BibT_eX]

[DOI]

CoRR, 2019

2018

Informative and misinformative interactions in a school of fish.

[BibT_eX]

[DOI]

Swarm Intell., 2018

Information Decomposition of Target Effects from Multi-Source Interactions: Perspectives on Previous, Current and Future Work.

[BibT_eX]

[DOI]

Entropy, 2018

Probability Mass Exclusions and the Directed Components of Mutual Information.

[BibT_eX]

[DOI]

Entropy, 2018

Pointwise Partial Information Decomposition Using the Specificity and Ambiguity Lattices.

[BibT_eX]

[DOI]

Entropy, 2018

Characterising information-theoretic storage and transfer in continuous time processes.

[BibT_eX]

[DOI]

Richard E. Spinney

CoRR, 2018

Probability Mass Exclusions and the Directed Components of Pointwise Mutual Information.

[BibT_eX]

[DOI]

CoRR, 2018

Pointwise Information Decomposition Using the Specificity and Ambiguity Lattices.

[BibT_eX]

[DOI]

CoRR, 2018

An Interview-Based Study of Pioneering Experiences in Teaching and Learning Complex Systems in Higher Education.

[BibT_eX]

[DOI]

Complex., 2018

Quantifying Information Modification in Cellular Automata using Pointwise Partial Information Decomposition.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Artificial Life, 2018

2017

Quantifying Information Modification in Developing Neural Networks via Partial Information Decomposition.

[BibT_eX]

[DOI]

Entropy, 2017

Criticality and Information Dynamics in Epidemiological Models.

[BibT_eX]

[DOI]

Entropy, 2017

Self-referential basis of undecidable dynamics: from The Liar Paradox and The Halting Problem to The Edge of Chaos.

[BibT_eX]

[DOI]

CoRR, 2017

Entropy production and flux during collective motion near criticality.

[BibT_eX]

[DOI]

CoRR, 2017

Quantifying Long-Range Interactions and Coherent Structure in Multi-Agent Dynamics.

[BibT_eX]

[DOI]

Artif. Life, 2017

2016

Transfer entropy in continuous time, with applications to jump and neural spiking processes.

[BibT_eX]

[DOI]

Richard E. Spinney

CoRR, 2016

An Introduction to Transfer Entropy - Information Flow in Complex Systems

[BibT_eX]

[DOI]

Springer, ISBN: 978-3-319-43222-9, 2016

2015

Bits from Brains for Biologically-Inspired Computing.

[BibT_eX]

[DOI]

Michael Wibral

Viola Priesemann

Frontiers Robotics AI, 2015

Partial Information Decomposition as a Unified Approach to the Specification of Neural Goal Functions.

[BibT_eX]

[DOI]

CoRR, 2015

2014

JIDT: An Information-Theoretic Toolkit for Studying the Dynamics of Complex Systems.

[BibT_eX]

[DOI]

Joseph Troy Lizier

Frontiers Robotics AI, 2014

Local active information storage as a tool to understand distributed neural information processing.

[BibT_eX]

[DOI]

Frontiers Neuroinformatics, 2014

Reduced predictable information in brain signals in autism spectrum disorder.

[BibT_eX]

[DOI]

Frontiers Neuroinformatics, 2014

Bits from Biology for Computational Intelligence.

[BibT_eX]

[DOI]

Michael Wibral

Viola Priesemann

CoRR, 2014

Information Transfer in Swarms with Leaders.

[BibT_eX]

[DOI]

CoRR, 2014

2013

The local information dynamics of distributed computation in complex systems.

[BibT_eX]

[DOI]

PhD thesis, 2013

On Thermodynamic Interpretation of Transfer Entropy.

[BibT_eX]

[DOI]

Don Price

Entropy, 2013

Moving Frames of Reference, Relativity and Invariance in Transfer Entropy and Information Dynamics.

[BibT_eX]

[DOI]

John R. Mahoney

Entropy, 2013

Towards Quantifying Interaction Networks in a Football Match.

[BibT_eX]

[DOI]

Proceedings of the RoboCup 2013: Robot World Cup XVII [papers from the 17th Annual RoboCup International Symposium, 2013

Towards a synergy-based approach to measuring information modification.

[BibT_eX]

[DOI]

Benjamin Flecker

Paul L. Williams

Proceedings of the IEEE Symposium on Artificial Life, 2013

2012

Coherent information structure in complex computation.

[BibT_eX]

[DOI]

Theory Biosci., 2012

Information processing in echo state networks at the edge of chaos.

[BibT_eX]

[DOI]

Joschka Boedecker

Oliver Obst

Norbert Michael Mayer

Minoru Asada

Theory Biosci., 2012

Local measures of information storage in complex distributed computation.

[BibT_eX]

[DOI]

Inf. Sci., 2012

Identifying influential spreaders

[BibT_eX]

[DOI]

Frank Bauer

CoRR, 2012

2011

Multivariate information-theoretic measures reveal directed information structure and task relevant changes in fMRI connectivity.

[BibT_eX]

[DOI]

J. Comput. Neurosci., 2011

Fisher Information at the Edge of Chaos in Random Boolean Networks.

[BibT_eX]

[DOI]

X. Rosalind Wang

Artif. Life, 2011

Information Dynamics in Small-World Boolean Networks.

[BibT_eX]

[DOI]

Siddharth Pritam

Artif. Life, 2011

Information storage and transfer in the synchronization process in locally-connected networks.

[BibT_eX]

[DOI]

Rommel V. Ceguerra

Proceedings of the 2011 IEEE Symposium on Artificial Life, 2011

Measuring information storage and transfer in swarms.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Life: 20th Anniversary Edition, 2011

Computational capabilities of small-world Boolean networks.

[BibT_eX]

[DOI]

Siddharth Pritam

Proceedings of the Advances in Artificial Life: 20th Anniversary Edition, 2011

2010

A Fisher Information Study of Phase Transitions in Random Boolean Networks.

[BibT_eX]

[DOI]

X. Rosalind Wang

Proceedings of the Twelfth International Conference on the Synthesis and Simulation of Living Systems, 2010

2009

Functional and Structural Topologies in Evolved Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Life. Darwin Meets von Neumann, 2009

2008

A framework for the local information dynamics of distributed computation in complex systems.

[BibT_eX]

[DOI]

CoRR, 2008

Spatiotemporal Anomaly Detection in Gas Monitoring Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the Wireless Sensor Networks, 5th European Conference, 2008

The Information Dynamics of Phase Transitions in Random Boolean Networks.

[BibT_eX]

[DOI]

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

Emergence of Glider-like Structures in a Modular Robotic System.

[BibT_eX]

[DOI]

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

2007

Detecting Non-trivial Computation in Complex Dynamics.

[BibT_eX]

[DOI]

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

Information Transfer by Particles in Cellular Automata.

[BibT_eX]

[DOI]