Joseph T. Lizier

71 papers B 2C 7Journal 54Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Estimating measures of information processing during cognitive tasks using functional magnetic resonance imaging. CoRR Chetan Gohil, Oliver M. Cliff, James M. Shine, Ben D. Fulcher, Joseph T. Lizier
2025	B	`conf`	Cross Mutual Information. ITW Chetan Gohil, Oliver M. Cliff, James M. Shine, Ben D. Fulcher, Joseph T. Lizier
2025	J	`jnl`	Cross Mutual Information. CoRR Chetan Gohil, Oliver M. Cliff, James M. Shine, Ben D. Fulcher, Joseph T. Lizier
2025	J	`jnl`	Inferring effective networks of spiking neurons using a continuous-time estimator of transfer entropy. PLoS Comput. Biol. David Peter Shorten, Viola Priesemann, Michael Wibral, Joseph T. Lizier
2025	J	`jnl`	Unifying concepts in information-theoretic time-series analysis. CoRR Annie G. Bryant, Oliver M. Cliff, James M. Shine, Ben D. Fulcher, Joseph T. Lizier
2024	J	`jnl`	A feature-based information-theoretic approach for detecting interpretable, long-timescale pairwise interactions from time series. CoRR Aria Nguyen, Oscar McMullin, Joseph T. Lizier, Ben D. Fulcher
2024	J	`jnl`	Biological arrow of time: Emergence of tangled information hierarchies and self-modelling dynamics. CoRR Mikhail Prokopenko, Paul C. W. Davies, Michael Harré, Marcus Heisler, Zdenka Kuncic, Geraint F. Lewis, Ori Livson, Joseph T. Lizier, Fernando E. Rosas
2023	J	`jnl`	Analytic relationship of relative synchronizability to network structure and motifs. CoRR Joseph T. Lizier, Frank Bauer, Fatihcan M. Atay, Jürgen Jost
2023	J	`jnl`	On the information-theoretic formulation of network participation. CoRR Pavle Cajic, Dominic Agius, Oliver M. Cliff, James M. Shine, Joseph T. Lizier, Ben D. Fulcher
2023	J	`jnl`	Unifying pairwise interactions in complex dynamics. Nat. Comput. Sci. Oliver M. Cliff, Annie G. Bryant, Joseph T. Lizier, Naotsugu Tsuchiya, Ben D. Fulcher
2022	J	`jnl`	Disentangling high-order mechanisms and high-order behaviours in complex systems. CoRR Fernando E. Rosas, Pedro A. M. Mediano, Andrea I. Luppi, Thomas F. Varley, Joseph T. Lizier, Sebastiano Stramaglia, Henrik J. Jensen, Daniele Marinazzo
2022	J	`jnl`	Unifying Pairwise Interactions in Complex Dynamics. CoRR Oliver M. Cliff, Joseph T. Lizier, Naotsugu Tsuchiya, Ben D. Fulcher
2021	J	`jnl`	Estimating Transfer Entropy in Continuous Time Between Neural Spike Trains or Other Event-Based Data. PLoS Comput. Biol. David Peter Shorten, Richard E. Spinney, Joseph T. Lizier
2021	—	`conf`	MNIST classification using Neuromorphic Nanowire Networks. ICONS Ruomin Zhu, Alon Loeffler, Joel Hochstetter, Adrian Diaz-Alvarez, Tomonobu Nakayama, Adam Z. Stieg, James K. Gimzewski, Joseph T. Lizier, Zdenka Kuncic
2021	J	`jnl`	Nonlinear reconfiguration of network edges, topology and information content during an artificial learning task. Brain Informatics James M. Shine, Mike Li, Oluwasanmi Koyejo, Ben D. Fulcher, Joseph T. Lizier
2020	J	`jnl`	Exact Inference of Linear Dependence Between Multiple Autocorrelated Time Series. CoRR Oliver M. Cliff, Leonardo Novelli, Ben D. Fulcher, James M. Shine, Joseph T. Lizier
2020	J	`jnl`	Generalised Measures of Multivariate Information Content. Entropy Conor Finn, Joseph T. Lizier
2020	J	`jnl`	Inferring network properties from time series via transfer entropy and mutual information: validation of bivariate versus multivariate approaches. CoRR Leonardo Novelli, Joseph T. Lizier
2019	J	`jnl`	Deriving pairwise transfer entropy from network structure and motifs. CoRR Leonardo Novelli, Fatihcan M. Atay, Jürgen Jost, Joseph T. Lizier
2019	J	`jnl`	Generalised Measures of Multivariate Information Content. CoRR Conor Finn, Joseph T. Lizier
2019	J	`jnl`	IDTxl: The Information Dynamics Toolkit xl: a Python package for the efficient analysis of multivariate information dynamics in networks. J. Open Source Softw. Patricia Wollstadt, Joseph T. Lizier, Raul Vicente, Conor Finn, Mario Martínez-Zarzuela, Pedro A. M. Mediano, Leonardo Novelli, Michael Wibral
2019	J	`jnl`	Large-scale directed network inference with multivariate transfer entropy and hierarchical statistical testing. CoRR Leonardo Novelli, Patricia Wollstadt, Pedro A. M. Mediano, Michael Wibral, Joseph T. Lizier
2019	J	`jnl`	Transitions in information processing dynamics at the whole-brain network level are driven by alterations in neural gain. PLoS Comput. Biol. Mike Li, Yinuo Han, Matthew J. Aburn, Michael Breakspear, Russell A. Poldrack, James M. Shine, Joseph T. Lizier
2018	J	`jnl`	An Interview-Based Study of Pioneering Experiences in Teaching and Learning Complex Systems in Higher Education. Complex. Joseph T. Lizier, Michael Harré, Melanie Mitchell, Simon DeDeo, Conor Finn, Kristian Lindgren, Amanda Lizier, Hiroki Sayama
2018	J	`jnl`	Characterising information-theoretic storage and transfer in continuous time processes. CoRR Richard E. Spinney, Joseph T. Lizier
2018	J	`jnl`	IDTxl: The Information Dynamics Toolkit xl: a Python package for the efficient analysis of multivariate information dynamics in networks. CoRR Patricia Wollstadt, Joseph T. Lizier, Raul Vicente, Conor Finn, Mario Martínez-Zarzuela, Pedro A. M. Mediano, Leonardo Novelli, Michael Wibral
2018	J	`jnl`	Information Decomposition of Target Effects from Multi-Source Interactions: Perspectives on Previous, Current and Future Work. Entropy Joseph T. Lizier, Nils Bertschinger, Jürgen Jost, Michael Wibral
2018	J	`jnl`	Informative and misinformative interactions in a school of fish. Swarm Intell. Emanuele Crosato, Li Jiang, Valentin Lecheval, Joseph T. Lizier, X. Rosalind Wang, Pierre Tichit, Guy Theraulaz, Mikhail Prokopenko
2018	J	`jnl`	Pointwise Information Decomposition Using the Specificity and Ambiguity Lattices. CoRR Conor Finn, Joseph T. Lizier
2018	J	`jnl`	Pointwise Partial Information Decomposition Using the Specificity and Ambiguity Lattices. Entropy Conor Finn, Joseph T. Lizier
2018	J	`jnl`	Probability Mass Exclusions and the Directed Components of Mutual Information. Entropy Conor Finn, Joseph T. Lizier
2018	J	`jnl`	Probability Mass Exclusions and the Directed Components of Pointwise Mutual Information. CoRR Conor Finn, Joseph T. Lizier
2018	C	`conf`	Quantifying Information Modification in Cellular Automata using Pointwise Partial Information Decomposition. ALIFE Conor Finn, Joseph T. Lizier
2017	J	`jnl`	Criticality and Information Dynamics in Epidemiological Models. Entropy E. Yagmur Erten, Joseph T. Lizier, Mahendra Piraveenan, Mikhail Prokopenko
2017	J	`jnl`	Entropy production and flux during collective motion near criticality. CoRR Emanuele Crosato, Ramil Nigmatullin, Joseph T. Lizier, Mikhail Prokopenko
2017	J	`jnl`	Informative and misinformative interactions in a school of fish. CoRR Emanuele Crosato, Li Jiang, Valentin Lecheval, Joseph T. Lizier, X. Rosalind Wang, Pierre Tichit, Guy Theraulaz, Mikhail Prokopenko
2017	J	`jnl`	Quantifying Information Modification in Developing Neural Networks via Partial Information Decomposition. Entropy Michael Wibral, Conor Finn, Patricia Wollstadt, Joseph T. Lizier, Viola Priesemann
2017	J	`jnl`	Quantifying Long-Range Interactions and Coherent Structure in Multi-Agent Dynamics. Artif. Life Oliver M. Cliff, Joseph T. Lizier, X. Rosalind Wang, Peter Wang, Oliver Obst, Mikhail Prokopenko
2017	J	`jnl`	Self-referential basis of undecidable dynamics: from The Liar Paradox and The Halting Problem to The Edge of Chaos. CoRR Mikhail Prokopenko, Michael Harré, Joseph T. Lizier, Fabio Boschetti, Pavlos Peppas, Stuart A. Kauffman
2016	—	`book`	An Introduction to Transfer Entropy - Information Flow in Complex Systems Terry Bossomaier, Lionel C. Barnett, Michael Harré, Joseph T. Lizier
2016	J	`jnl`	Transfer entropy in continuous time, with applications to jump and neural spiking processes. CoRR Richard E. Spinney, Mikhail Prokopenko, Joseph T. Lizier
2015	J	`jnl`	Bits from Brains for Biologically-Inspired Computing. Frontiers Robotics AI Michael Wibral, Joseph T. Lizier, Viola Priesemann
2015	J	`jnl`	Partial Information Decomposition as a Unified Approach to the Specification of Neural Goal Functions. CoRR Michael Wibral, Viola Priesemann, Jim W. Kay, Joseph T. Lizier, William A. Phillips
2014	J	`jnl`	Bits from Biology for Computational Intelligence. CoRR Michael Wibral, Joseph T. Lizier, Viola Priesemann
2014	J	`jnl`	Information Transfer in Swarms with Leaders. CoRR Yu Sun, Louis F. Rossi, Chien-Chung Shen, Jennifer M. Miller, X. Rosalind Wang, Joseph T. Lizier, Mikhail Prokopenko, Upul Senanayake
2014	J	`jnl`	JIDT: An information-theoretic toolkit for studying the dynamics of complex systems. CoRR Joseph T. Lizier
2014	J	`jnl`	Local active information storage as a tool to understand distributed neural information processing. Frontiers Neuroinformatics Michael Wibral, Joseph T. Lizier, Sebastian Vögler, Viola Priesemann, Ralf Galuske
2013	J	`jnl`	Moving Frames of Reference, Relativity and Invariance in Transfer Entropy and Information Dynamics. Entropy Joseph T. Lizier, John R. Mahoney
2013	J	`jnl`	On Thermodynamic Interpretation of Transfer Entropy. Entropy Mikhail Prokopenko, Joseph T. Lizier, Don Price
2013	—	`—`	The local information dynamics of distributed computation in complex systems. Joseph T. Lizier
2013	C	`conf`	Towards Quantifying Interaction Networks in a Football Match. RoboCup Oliver M. Cliff, Joseph T. Lizier, X. Rosalind Wang, Peter Wang, Oliver Obst, Mikhail Prokopenko
2013	J	`jnl`	Towards a Synergy-based Approach to Measuring Information Modification CoRR Joseph T. Lizier, Benjamin Flecker, Paul L. Williams
2013	C	`conf`	Towards a synergy-based approach to measuring information modification. ALIFE Joseph T. Lizier, Benjamin Flecker, Paul L. Williams
2012	J	`jnl`	Coherent information structure in complex computation. Theory Biosci. Joseph T. Lizier, Mikhail Prokopenko, Albert Y. Zomaya
2012	J	`jnl`	Identifying influential spreaders CoRR Frank Bauer, Joseph T. Lizier
2012	J	`jnl`	Information processing in echo state networks at the edge of chaos. Theory Biosci. Joschka Boedecker, Oliver Obst, Joseph T. Lizier, Norbert Michael Mayer, Minoru Asada
2012	J	`jnl`	Local measures of information storage in complex distributed computation. Inf. Sci. Joseph T. Lizier, Mikhail Prokopenko, Albert Y. Zomaya
2011	—	`conf`	Computational capabilities of small-world Boolean networks. ECAL Joseph T. Lizier, Siddharth Pritam, Mikhail Prokopenko
2011	J	`jnl`	Fisher Information at the Edge of Chaos in Random Boolean Networks. Artif. Life X. Rosalind Wang, Joseph T. Lizier, Mikhail Prokopenko
2011	J	`jnl`	Information Dynamics in Small-World Boolean Networks. Artif. Life Joseph T. Lizier, Siddharth Pritam, Mikhail Prokopenko
2011	C	`conf`	Information storage and transfer in the synchronization process in locally-connected networks. ALIFE Rommel V. Ceguerra, Joseph T. Lizier, Albert Y. Zomaya
2011	—	`conf`	Measuring information storage and transfer in swarms. ECAL X. Rosalind Wang, Jennifer M. Miller, Joseph T. Lizier, Mikhail Prokopenko, Louis F. Rossi
2011	J	`jnl`	Multivariate information-theoretic measures reveal directed information structure and task relevant changes in fMRI connectivity. J. Comput. Neurosci. Joseph T. Lizier, Jakob Heinzle, Annette Horstmann, John-Dylan Haynes, Mikhail Prokopenko
2010	C	`conf`	A Fisher Information Study of Phase Transitions in Random Boolean Networks. ALIFE X. Rosalind Wang, Joseph T. Lizier, Mikhail Prokopenko
2009	—	`conf`	Functional and Structural Topologies in Evolved Neural Networks. ECAL (1) Joseph T. Lizier, Piraveenan Mahendra, Dany Pradhana, Mikhail Prokopenko, Larry S. Yaeger
2008	J	`jnl`	A framework for the local information dynamics of distributed computation in complex systems. CoRR Joseph T. Lizier, Mikhail Prokopenko, Albert Y. Zomaya
2008	C	`conf`	Emergence of Glider-like Structures in a Modular Robotic System. ALIFE Joseph T. Lizier, Mikhail Prokopenko, Ivan Tanev, Albert Y. Zomaya
2008	B	`conf`	Spatiotemporal Anomaly Detection in Gas Monitoring Sensor Networks. EWSN X. Rosalind Wang, Joseph T. Lizier, Oliver Obst, Mikhail Prokopenko, Peter Wang
2008	C	`conf`	The Information Dynamics of Phase Transitions in Random Boolean Networks. ALIFE Joseph T. Lizier, Mikhail Prokopenko, Albert Y. Zomaya
2007	—	`conf`	Detecting Non-trivial Computation in Complex Dynamics. ECAL Joseph T. Lizier, Mikhail Prokopenko, Albert Y. Zomaya
2007	—	`conf`	Information Transfer by Particles in Cellular Automata. ACAL Joseph T. Lizier, Mikhail Prokopenko, Albert Y. Zomaya