Joseph T. Lizier

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 36

Top Venues

CoRR

Entropy

PLoS Comput. Biol.

Frontiers Neuroinformatics

University of Sydney (PHD)

Education History

University of Sydney

PHD

Publications

Aria Nguyen, Oscar McMullin, Joseph T. Lizier, Ben D. Fulcher
A feature-based information-theoretic approach for detecting interpretable, long-timescale pairwise interactions from time series. CoRR (2024)
Joseph T. Lizier, Frank Bauer, Fatihcan M. Atay, Jürgen Jost
Analytic relationship of relative synchronizability to network structure and motifs. CoRR (2023)
Pavle Cajic, Dominic Agius, Oliver M. Cliff, James M. Shine, Joseph T. Lizier, Ben D. Fulcher
On the information-theoretic formulation of network participation. CoRR (2023)
Oliver M. Cliff, Annie G. Bryant, Joseph T. Lizier, Naotsugu Tsuchiya, Ben D. Fulcher
Unifying pairwise interactions in complex dynamics. Nat. Comput. Sci. 3 (10) (2023)
Fernando E. Rosas, Pedro A. M. Mediano, Andrea I. Luppi, Thomas F. Varley, Joseph T. Lizier, Sebastiano Stramaglia, Henrik J. Jensen, Daniele Marinazzo
Disentangling high-order mechanisms and high-order behaviours in complex systems. CoRR (2022)
Oliver M. Cliff, Joseph T. Lizier, Naotsugu Tsuchiya, Ben D. Fulcher
Unifying Pairwise Interactions in Complex Dynamics. CoRR (2022)
Ruomin Zhu, Alon Loeffler, Joel Hochstetter, Adrian Diaz-Alvarez, Tomonobu Nakayama, Adam Stieg, James K. Gimzewski, Joseph T. Lizier, Zdenka Kuncic
MNIST classification using Neuromorphic Nanowire Networks. ICONS (2021)
David Peter Shorten, Richard E. Spinney, Joseph T. Lizier
Estimating Transfer Entropy in Continuous Time Between Neural Spike Trains or Other Event-Based Data. PLoS Comput. Biol. 17 (4) (2021)
James M. Shine, Mike Li, Oluwasanmi Koyejo, Ben D. Fulcher, Joseph T. Lizier
Nonlinear reconfiguration of network edges, topology and information content during an artificial learning task. Brain Informatics 8 (1) (2021)
Oliver M. Cliff, Leonardo Novelli, Ben D. Fulcher, James M. Shine, Joseph T. Lizier
Exact Inference of Linear Dependence Between Multiple Autocorrelated Time Series. CoRR (2020)
Conor Finn, Joseph T. Lizier
Generalised Measures of Multivariate Information Content. Entropy 22 (2) (2020)
Leonardo Novelli, Joseph T. Lizier
Inferring network properties from time series via transfer entropy and mutual information: validation of bivariate versus multivariate approaches. CoRR (2020)
Patricia Wollstadt, Joseph T. Lizier, Raul Vicente, Conor Finn, Mario Martínez-Zarzuela, Pedro A. M. Mediano, Leonardo Novelli, Michael Wibral
IDTxl: The Information Dynamics Toolkit xl: a Python package for the efficient analysis of multivariate information dynamics in networks. J. Open Source Softw. 4 (34) (2019)
Leonardo Novelli, Patricia Wollstadt, Pedro A. M. Mediano, Michael Wibral, Joseph T. Lizier
Large-scale directed network inference with multivariate transfer entropy and hierarchical statistical testing. CoRR (2019)
Leonardo Novelli, Fatihcan M. Atay, Jürgen Jost, Joseph T. Lizier
Deriving pairwise transfer entropy from network structure and motifs. CoRR (2019)
Conor Finn, Joseph T. Lizier
Generalised Measures of Multivariate Information Content. CoRR (2019)
Mike Li, Yinuo Han, Matthew J. Aburn, Michael Breakspear, Russell A. Poldrack, James M. Shine, Joseph T. Lizier
Transitions in information processing dynamics at the whole-brain network level are driven by alterations in neural gain. PLoS Comput. Biol. 15 (10) (2019)
Emanuele Crosato, Li Jiang, Valentin Lecheval, Joseph T. Lizier, X. Rosalind Wang, Pierre Tichit, Guy Theraulaz, Mikhail Prokopenko
Informative and misinformative interactions in a school of fish. Swarm Intell. 12 (4) (2018)
Conor Finn, Joseph T. Lizier
Pointwise Information Decomposition Using the Specificity and Ambiguity Lattices. CoRR (2018)
Richard E. Spinney, Joseph T. Lizier
Characterising information-theoretic storage and transfer in continuous time processes. CoRR (2018)
Patricia Wollstadt, Joseph T. Lizier, Raul Vicente, Conor Finn, Mario Martínez-Zarzuela, Pedro A. M. Mediano, Leonardo Novelli, Michael Wibral
IDTxl: The Information Dynamics Toolkit xl: a Python package for the efficient analysis of multivariate information dynamics in networks. CoRR (2018)
Conor Finn, Joseph T. Lizier
Pointwise Partial Information Decomposition Using the Specificity and Ambiguity Lattices. Entropy 20 (4) (2018)
Conor Finn, Joseph T. Lizier
Quantifying Information Modification in Cellular Automata using Pointwise Partial Information Decomposition. ALIFE (2018)
Joseph T. Lizier, Michael Harré, Melanie Mitchell, Simon DeDeo, Conor Finn, Kristian Lindgren, Amanda Lizier, Hiroki Sayama
An Interview-Based Study of Pioneering Experiences in Teaching and Learning Complex Systems in Higher Education. Complex. 2018 (2018)
Joseph T. Lizier, Nils Bertschinger, Jürgen Jost, Michael Wibral
Information Decomposition of Target Effects from Multi-Source Interactions: Perspectives on Previous, Current and Future Work. Entropy 20 (4) (2018)
Conor Finn, Joseph T. Lizier
Probability Mass Exclusions and the Directed Components of Pointwise Mutual Information. CoRR (2018)
Conor Finn, Joseph T. Lizier
Probability Mass Exclusions and the Directed Components of Mutual Information. Entropy 20 (11) (2018)
Mikhail Prokopenko, Michael Harré, Joseph T. Lizier, Fabio Boschetti, Pavlos Peppas, Stuart A. Kauffman
Self-referential basis of undecidable dynamics: from The Liar Paradox and The Halting Problem to The Edge of Chaos. CoRR (2017)
E. Yagmur Erten, Joseph T. Lizier, Mahendra Piraveenan, Mikhail Prokopenko
Criticality and Information Dynamics in Epidemiological Models. Entropy 19 (5) (2017)
Emanuele Crosato, Li Jiang, Valentin Lecheval, Joseph T. Lizier, X. Rosalind Wang, Pierre Tichit, Guy Theraulaz, Mikhail Prokopenko
Informative and misinformative interactions in a school of fish. CoRR (2017)
Michael Wibral, Conor Finn, Patricia Wollstadt, Joseph T. Lizier, Viola Priesemann
Quantifying Information Modification in Developing Neural Networks via Partial Information Decomposition. Entropy 19 (9) (2017)
Emanuele Crosato, Ramil Nigmatullin, Joseph T. Lizier, Mikhail Prokopenko
Entropy production and flux during collective motion near criticality. CoRR (2017)
Oliver M. Cliff, Joseph T. Lizier, X. Rosalind Wang, Peter Wang, Oliver Obst, Mikhail Prokopenko
Quantifying Long-Range Interactions and Coherent Structure in Multi-Agent Dynamics. Artif. Life 23 (1) (2017)
Richard E. Spinney, Mikhail Prokopenko, Joseph T. Lizier
Transfer entropy in continuous time, with applications to jump and neural spiking processes. CoRR (2016)
Michael Wibral, Viola Priesemann, Jim W. Kay, Joseph T. Lizier, William A. Phillips
Partial Information Decomposition as a Unified Approach to the Specification of Neural Goal Functions. CoRR (2015)
Michael Wibral, Joseph T. Lizier, Viola Priesemann
Bits from Brains for Biologically-Inspired Computing. Frontiers Robotics AI 2 (2015)
Yu Sun, Louis F. Rossi, Chien-Chung Shen, Jennifer M. Miller, X. Rosalind Wang, Joseph T. Lizier, Mikhail Prokopenko, Upul Senanayake
Information Transfer in Swarms with Leaders. CoRR (2014)
Michael Wibral, Joseph T. Lizier, Sebastian Vögler, Viola Priesemann, Ralf Galuske
Local active information storage as a tool to understand distributed neural information processing. Frontiers Neuroinformatics 8 (2014)
Joseph T. Lizier
JIDT: An information-theoretic toolkit for studying the dynamics of complex systems. CoRR (2014)
Michael Wibral, Joseph T. Lizier, Viola Priesemann
Bits from Biology for Computational Intelligence. CoRR (2014)
Oliver M. Cliff, Joseph T. Lizier, X. Rosalind Wang, Peter Wang, Oliver Obst, Mikhail Prokopenko
Towards Quantifying Interaction Networks in a Football Match. RoboCup (2013)
Joseph T. Lizier, Benjamin Flecker, Paul L. Williams
Towards a Synergy-based Approach to Measuring Information Modification CoRR (2013)
Joseph T. Lizier, John R. Mahoney
Moving Frames of Reference, Relativity and Invariance in Transfer Entropy and Information Dynamics. Entropy 15 (1) (2013)
Joseph T. Lizier, Benjamin Flecker, Paul L. Williams
Towards a synergy-based approach to measuring information modification. ALIFE (2013)
Mikhail Prokopenko, Joseph T. Lizier, Don Price
On Thermodynamic Interpretation of Transfer Entropy. Entropy 15 (2) (2013)
Joseph T. Lizier, Mikhail Prokopenko, Albert Y. Zomaya
Local measures of information storage in complex distributed computation. Inf. Sci. 208 (2012)
Frank Bauer, Joseph T. Lizier
Identifying influential spreaders CoRR (2012)
Joschka Boedecker, Oliver Obst, Joseph T. Lizier, Norbert Michael Mayer, Minoru Asada
Information processing in echo state networks at the edge of chaos. Theory Biosci. 131 (3) (2012)
Joseph T. Lizier, Mikhail Prokopenko, Albert Y. Zomaya
Coherent information structure in complex computation. Theory Biosci. 131 (3) (2012)
Joseph T. Lizier, Siddharth Pritam, Mikhail Prokopenko
Computational capabilities of small-world Boolean networks. ECAL (2011)
Joseph T. Lizier, Jakob Heinzle, Annette Horstmann, John-Dylan Haynes, Mikhail Prokopenko
Multivariate information-theoretic measures reveal directed information structure and task relevant changes in fMRI connectivity. J. Comput. Neurosci. 30 (1) (2011)
X. Rosalind Wang, Jennifer M. Miller, Joseph T. Lizier, Mikhail Prokopenko, Louis F. Rossi
Measuring information storage and transfer in swarms. ECAL (2011)
X. Rosalind Wang, Joseph T. Lizier, Mikhail Prokopenko
Fisher Information at the Edge of Chaos in Random Boolean Networks. Artif. Life 17 (4) (2011)
Rommel V. Ceguerra, Joseph T. Lizier, Albert Y. Zomaya
Information storage and transfer in the synchronization process in locally-connected networks. ALIFE (2011)
Joseph T. Lizier, Siddharth Pritam, Mikhail Prokopenko
Information Dynamics in Small-World Boolean Networks. Artif. Life 17 (4) (2011)
X. Rosalind Wang, Joseph T. Lizier, Mikhail Prokopenko
A Fisher Information Study of Phase Transitions in Random Boolean Networks. ALIFE (2010)
Joseph T. Lizier, Piraveenan Mahendra, Dany Pradhana, Mikhail Prokopenko, Larry S. Yaeger
Functional and Structural Topologies in Evolved Neural Networks. ECAL (1) (2009)
Joseph T. Lizier, Mikhail Prokopenko, Albert Y. Zomaya
A framework for the local information dynamics of distributed computation in complex systems. CoRR (2008)
Joseph T. Lizier, Mikhail Prokopenko, Ivan Tanev, Albert Y. Zomaya
Emergence of Glider-like Structures in a Modular Robotic System. ALIFE (2008)
X. Rosalind Wang, Joseph T. Lizier, Oliver Obst, Mikhail Prokopenko, Peter Wang
Spatiotemporal Anomaly Detection in Gas Monitoring Sensor Networks. EWSN (2008)
Joseph T. Lizier, Mikhail Prokopenko, Albert Y. Zomaya
The Information Dynamics of Phase Transitions in Random Boolean Networks. ALIFE (2008)
Joseph T. Lizier, Mikhail Prokopenko, Albert Y. Zomaya
Information Transfer by Particles in Cellular Automata. ACAL (2007)
Joseph T. Lizier, Mikhail Prokopenko, Albert Y. Zomaya
Detecting Non-trivial Computation in Complex Dynamics. ECAL (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Joseph T. Lizier