List of works - Joseph T. Lizier

Characterizing information-theoretic storage and transfer in continuous time processes

scientific article published on 01 July 2018

Coherent information structure in complex computation ⬇️

scientific article published on November 30, 2011

Cohesion, order and information flow in the collective motion of mixed-species shoals

scientific article published on 12 December 2018

Deriving pairwise transfer entropy from network structure and motifs

scientific article published on 29 April 2020

Feature selection for chemical sensor arrays using mutual information

scientific article (publication date: 2014)

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

scientific article published on July 15, 2011

Generalised Measures of Multivariate Information Content

scientific article published on 14 February 2020

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

scientific article published on 19 February 2019

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

scientific article published on 23 April 2018

Information dynamics in small-world Boolean networks.

scientific article published on 15 July 2011

Information flow in a kinetic Ising model peaks in the disordered phase

scientific article published on 24 October 2013

Information modification and particle collisions in distributed computation ⬇️

scientific article published on September 1, 2010

Information processing in echo state networks at the edge of chaos

scientific article published on 7 December 2011

Information storage, loop motifs, and clustered structure in complex networks

scientific article published on 15 August 2012

Information-Theoretic Evidence for Predictive Coding in the Face-Processing System.

scientific article published on 27 July 2017

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

scientific article published on 01 July 2019

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

scientific article published on 28 January 2014

Local information transfer as a spatiotemporal filter for complex systems

scientific article

Maximized directed information transfer in critical neuronal networks

scientific article

Measuring information-transfer delays

scientific article

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

scientific article published on August 27, 2010

Neuronal connected burst cascades bridge macroscale adaptive signatures across arousal states

scientific article published on 27 October 2023

Partial information decomposition as a unified approach to the specification of neural goal functions ⬇️

scientific article published on 13 October 2015

Pointwise Partial Information Decomposition Using the Specificity and Ambiguity Lattices

scientific article published on 18 April 2018

Probability Mass Exclusions and the Directed Components of Mutual Information

scientific article published on 28 October 2018

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

scientific article published on 31 January 2017

Quantifying and tracing information cascades in swarms

scientific article

Reduced predictable information in brain signals in autism spectrum disorder

scientific article published on 14 February 2014

Self-referential basis of undecidable dynamics: From the Liar paradox and the halting problem to the edge of chaos

scientific article published on 08 January 2019

Spatiotemporal information transfer pattern differences in motor selection

scientific article

Speed-mediated properties of schooling

scientific article published on 20 February 2019

The demise of Angkor: Systemic vulnerability of urban infrastructure to climatic variations

scientific article published on 17 October 2018

The effect of predation risk on group behaviour and information flow during repeated collective decisions

scientific article published in 2021

Thermodynamics and computation during collective motion near criticality.

scientific article published in January 2018

Transfer entropy and transient limits of computation

scientific article published on 23 June 2014

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

scientific article published on 31 March 2017

Transfer entropy in physical systems and the arrow of time

scientific article published on 24 August 2016

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

scientific article published on 15 October 2019

List of works by Joseph T. Lizier

Characterizing information-theoretic storage and transfer in continuous time processes

Coherent information structure in complex computation ⬇️

Cohesion, order and information flow in the collective motion of mixed-species shoals

Deriving pairwise transfer entropy from network structure and motifs

Feature selection for chemical sensor arrays using mutual information

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

Generalised Measures of Multivariate Information Content

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

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

Information dynamics in small-world Boolean networks.

Information flow in a kinetic Ising model peaks in the disordered phase

Information modification and particle collisions in distributed computation ⬇️

Information processing in echo state networks at the edge of chaos

Information storage, loop motifs, and clustered structure in complex networks

Information-Theoretic Evidence for Predictive Coding in the Face-Processing System.

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

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

Local information transfer as a spatiotemporal filter for complex systems

Maximized directed information transfer in critical neuronal networks

Measuring information-transfer delays

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

Neuronal connected burst cascades bridge macroscale adaptive signatures across arousal states

Partial information decomposition as a unified approach to the specification of neural goal functions ⬇️

Pointwise Partial Information Decomposition Using the Specificity and Ambiguity Lattices

Probability Mass Exclusions and the Directed Components of Mutual Information

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

Quantifying and tracing information cascades in swarms

Reduced predictable information in brain signals in autism spectrum disorder

Self-referential basis of undecidable dynamics: From the Liar paradox and the halting problem to the edge of chaos

Spatiotemporal information transfer pattern differences in motor selection

Speed-mediated properties of schooling

The demise of Angkor: Systemic vulnerability of urban infrastructure to climatic variations

The effect of predation risk on group behaviour and information flow during repeated collective decisions

Thermodynamics and computation during collective motion near criticality.

Transfer entropy and transient limits of computation

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

Transfer entropy in physical systems and the arrow of time

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