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  1. Analytic relationship of relative synchronizability to network structure and motifs

    Article • Proceedings of the National Academy of Sciences, September 2023, Proceedings of the National Academy of Sciences

    A/Prof. Joseph Lizier

  2. Disentangling high-order mechanisms and high-order behaviours in complex systems

    Article • Nature Physics, March 2022, Springer Science + Business Media

    A/Prof. Joseph Lizier

  3. Early lock-in of structured and specialised information flows during neural development

    Article • eLife, March 2022, eLife

    A/Prof. Joseph Lizier

  4. Self-organization and information transfer in Antarctic krill swarms

    Article • Proceedings of the Royal Society B Biological Sciences, February 2022, Royal Society Publishing

    A/Prof. Joseph Lizier

  5. Early lock-in of structured and specialised information flows during neural development

    Article • June 2021, Cold Spring Harbor Laboratory Press

    A/Prof. Joseph Lizier

  6. Information dynamics in neuromorphic nanowire networks

    Article • Scientific Reports, June 2021, Springer Science + Business Media

    Zdenka Kuncic, A/Prof. Joseph Lizier

  7. Estimating Transfer Entropy in Continuous Time Between Neural Spike Trains or Other Event-Based Data

    Article • PLoS Computational Biology, April 2021, PLOS

    A/Prof. Joseph Lizier

  8. Inferring network properties from time series using transfer entropy and mutual information: Validation of multivariate versus bivariate approaches

    Article • Network Neuroscience, March 2021, The MIT Press

    A/Prof. Joseph Lizier

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

    Article • Animal Behaviour, March 2021, Elsevier

    A/Prof. Joseph Lizier

  10. Assessing the significance of directed and multivariate measures of linear dependence between time series

    Article • Physical Review Research, February 2021, American Physical Society (APS)

    A/Prof. Joseph Lizier

  11. Locomotion, interactions and information transfer vary according to context in a cryptic fish species

    Article • Behavioral Ecology and Sociobiology, January 2021, Springer Science + Business Media

    A/Prof. Joseph Lizier

  12. Deriving pairwise transfer entropy from network structure and motifs

    Article • Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences, April 2020, Royal Society Publishing

    Jürgen Jost, A/Prof. Joseph Lizier

  13. Generalised Measures of Multivariate Information Content

    Article • Entropy, February 2020, MDPI AG

    A/Prof. Joseph Lizier

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

    Article • Physics of Life Reviews, December 2019, Elsevier

    A/Prof. Joseph Lizier

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

    Article • PLoS Computational Biology, October 2019, PLOS

    A/Prof. Joseph Lizier

  16. Conformity in the collective: differences in hunger affect individual and group behavior in a shoaling fish

    Article • Behavioral Ecology, April 2019, Oxford University Press (OUP)

    A/Prof. Joseph Lizier

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

    Article • March 2019, Cold Spring Harbor Laboratory Press

    A/Prof. Joseph Lizier

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

    Article • The Journal of Open Source Software, February 2019, The Open Journal

    A/Prof. Joseph Lizier

  19. Speed-mediated properties of schooling

    Article • Royal Society Open Science, February 2019, Royal Society Publishing

    A/Prof. Joseph Lizier

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

    Article • Network Neuroscience, January 2019, The MIT Press

    A/Prof. Joseph Lizier

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

    Article • Royal Society Open Science, December 2018, Royal Society Publishing

    A/Prof. Joseph Lizier

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

    Article • Complexity, November 2018, Hindawi Publishing Corporation

    Dr Michael S Harre, Hiroki Sayama, A/Prof. Joseph Lizier

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

    Article • Entropy, October 2018, MDPI AG

    A/Prof. Joseph Lizier

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

    Article • Science Advances, October 2018, American Association for the Advancement of Science

    A/Prof. Joseph Lizier

  25. Entropy balance and information processing in bipartite and nonbipartite composite systems

    Article • September 2018, American Physical Society (APS)

    A/Prof. Joseph Lizier

  26. Characterizing information-theoretic storage and transfer in continuous time processes

    Article • July 2018, American Physical Society (APS)

    A/Prof. Joseph Lizier

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

    Article • Entropy, April 2018, MDPI AG

    Jürgen Jost, A/Prof. Joseph Lizier

  28. Pointwise Partial Information Decomposition Using the Specificity and Ambiguity Lattices

    Article • Entropy, April 2018, MDPI AG

    A/Prof. Joseph Lizier

  29. Predictable information in neural signals during resting state is reduced in autism spectrum disorder

    Article • Human Brain Mapping, April 2018, Wiley

    Vera Moliadze , A/Prof. Joseph Lizier

  30. Informative and misinformative interactions in a school of fish

    Article • Swarm Intelligence, March 2018, Springer Science + Business Media

    A/Prof. Joseph Lizier

  31. Thermodynamics and computation during collective motion near criticality

    Article • January 2018, American Physical Society (APS)

    A/Prof. Joseph Lizier

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

    Article • Entropy, September 2017, MDPI AG

    A/Prof. Joseph Lizier

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

    Article • Journal of Neuroscience, July 2017, Society for Neuroscience

    A/Prof. Joseph Lizier

  34. Criticality and Information Dynamics in Epidemiological Models

    Article • Entropy, April 2017, MDPI AG

    A/Prof. Joseph Lizier

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

    Article • March 2017, American Physical Society (APS)

    A/Prof. Joseph Lizier

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

    Article • Brain and Cognition, March 2017, Elsevier

    A/Prof. Joseph Lizier

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

    Article • Artificial Life, January 2017, The MIT Press

    Oliver Cliff, Mikhail Prokopenko, A/Prof. Joseph Lizier

  38. Transfer entropy in physical systems and the arrow of time

    Article • August 2016, American Physical Society (APS)

    A/Prof. Joseph Lizier

  39. An Introduction to Transfer Entropy

    Article • January 2016, Springer Science + Business Media

    A/Prof. Joseph Lizier

  40. Fisher transfer entropy: quantifying the gain in transient sensitivity

    Article • Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences, December 2015, Royal Society Publishing

    Dr Michael S Harre, Mikhail Prokopenko, A/Prof. Joseph Lizier

  41. Human breath-print identification by E-nose, using information-theoretic feature selection prior to classification

    Article • Sensors and Actuators B Chemical, October 2015, Elsevier

    A/Prof. Joseph Lizier

  42. Bits from Brains for Biologically Inspired Computing

    Article • Frontiers in Robotics and AI, March 2015, Frontiers

    A/Prof. Joseph Lizier

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

    Article • Frontiers in Robotics and AI, December 2014, Frontiers

    A/Prof. Joseph Lizier

  44. Transfer Entropy and Transient Limits of Computation

    Article • Scientific Reports, June 2014, Springer Science + Business Media

    A/Prof. Joseph Lizier

  45. How to measure local active information storage in neural systems

    Article • May 2014, Institute of Electrical & Electronics Engineers (IEEE)

    A/Prof. Joseph Lizier

  46. Feature Selection for Chemical Sensor Arrays Using Mutual Information

    Article • PLoS ONE, March 2014, PLOS

    Professor Thomas Nowotny, A/Prof. Joseph Lizier

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

    Article • Frontiers in Neuroinformatics, January 2014, Frontiers

    A/Prof. Joseph Lizier

  48. Reduced predictable information in brain signals in autism spectrum disorder

    Article • Frontiers in Neuroinformatics, January 2014, Frontiers

    A/Prof. Joseph Lizier

  49. Towards Quantifying Interaction Networks in a Football Match

    Article • January 2014, Springer Science + Business Media

    A/Prof. Joseph Lizier

  50. Information Flow in a Kinetic Ising Model Peaks in the Disordered Phase

    Article • Physical Review Letters, October 2013, American Physical Society (APS)

    Dr Michael S Harre, A/Prof. Joseph Lizier

  51. Comparing dynamics of cascading failures between network-centric and power flow models

    Article • International Journal of Electrical Power & Energy Systems, July 2013, Elsevier

    A/Prof. Joseph Lizier

  52. Towards a synergy-based approach to measuring information modification

    Article • April 2013, Institute of Electrical & Electronics Engineers (IEEE)

    A/Prof. Joseph Lizier

  53. Measuring Information-Transfer Delays

    Article • PLoS ONE, February 2013, PLOS

    A/Prof. Joseph Lizier

  54. On Thermodynamic Interpretation of Transfer Entropy

    Article • Entropy, February 2013, MDPI AG

    A/Prof. Joseph Lizier

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

    Article • Entropy, January 2013, MDPI AG

    A/Prof. Joseph Lizier

  56. The Local Information Dynamics of Distributed Computation in Complex Systems

    Article • January 2013, Springer Science + Business Media

    A/Prof. Joseph Lizier

  57. Local measures of information storage in complex distributed computation

    Article • Information Sciences, November 2012, Elsevier

    A/Prof. Joseph Lizier

  58. Identifying influential spreaders and efficiently estimating infection numbers in epidemic models: A walk counting approach

    Article • EPL (Europhysics Letters), September 2012, Institute of Physics Publishing

    A/Prof. Joseph Lizier

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

    Article • Physical Review E, August 2012, American Physical Society (APS)

    A/Prof. Joseph Lizier

  60. Quantifying and Tracing Information Cascades in Swarms

    Article • PLoS ONE, July 2012, PLOS

    A/Prof. Joseph Lizier

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

    Article • Theory in Biosciences, December 2011, Springer Science + Business Media

    A/Prof. Joseph Lizier

  62. Coherent information structure in complex computation

    Article • Theory in Biosciences, November 2011, Springer Science + Business Media

    A/Prof. Joseph Lizier

  63. Relating Fisher information to order parameters

    Article • Physical Review E, October 2011, American Physical Society (APS)

    A/Prof. Joseph Lizier

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

    Article • Artificial Life, October 2011, The MIT Press

    A/Prof. Joseph Lizier

  65. Information Dynamics in Small-World Boolean Networks

    Article • Artificial Life, October 2011, The MIT Press

    A/Prof. Joseph Lizier

  66. Maximized directed information transfer in critical neuronal networks

    Article • BMC Neuroscience, July 2011, Springer Science + Business Media

    A/Prof. Joseph Lizier

  67. Spatiotemporal information transfer pattern differences in motor selection

    Article • BMC Neuroscience, July 2011, Springer Science + Business Media

    A/Prof. Joseph Lizier

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

    Article • April 2011, Institute of Electrical & Electronics Engineers (IEEE)

    A/Prof. Joseph Lizier

  69. Functional and Structural Topologies in Evolved Neural Networks

    Article • January 2011, Springer Science + Business Media

    A/Prof. Joseph Lizier

  70. Information modification and particle collisions in distributed computation

    Article • Chaos An Interdisciplinary Journal of Nonlinear Science, September 2010, American Institute of Physics

    A/Prof. Joseph Lizier

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

    Article • Journal of Computational Neuroscience, August 2010, Springer Science + Business Media

    A/Prof. Joseph Lizier

  72. Differentiating information transfer and causal effect

    Article • The European Physical Journal B, January 2010, Springer Science + Business Media

    A/Prof. Joseph Lizier

  73. Directed information structure in inter-regional cortical interactions in a visuomotor tracking task

    Article • BMC Neuroscience, July 2009, Springer Science + Business Media

    A/Prof. Joseph Lizier

  74. Local information transfer as a spatiotemporal filter for complex systems

    Article • Physical Review E, February 2008, American Physical Society (APS)

    A/Prof. Joseph Lizier

  75. On the Periodicity of Time-series Network and Service Metrics

    Article • November 2005, Institute of Electrical & Electronics Engineers (IEEE)

    A/Prof. Joseph Lizier

  76. Splice losses in holey optical fibers

    Article • IEEE Photonics Technology Letters, August 2001, Institute of Electrical & Electronics Engineers (IEEE)

    A/Prof. Joseph Lizier

  77. Tapered holey fibers for spot-size and numerical-aperture conversion

    Article • Optics Letters, July 2001, Optical Society of America (OSA)

    A/Prof. Joseph Lizier

  78. Article • International Journal of Infrared and Millimeter Waves, January 2000, Springer Science + Business Media

    A/Prof. Joseph Lizier

  79. Spatiotemporal Anomaly Detection in Gas Monitoring Sensor Networks

    Article • Springer Science + Business Media

    A/Prof. Joseph Lizier

  80. Detecting Non-trivial Computation in Complex Dynamics

    Article • Springer Science + Business Media

    A/Prof. Joseph Lizier

  81. Information Transfer by Particles in Cellular Automata

    Article • Springer Science + Business Media

    A/Prof. Joseph Lizier