JIDT: An information-theoretic toolkit for studying the dynamics of complex systems JT Lizier Frontiers in Robotics and AI 1, 11, 2014 | 395 | 2014 |
Transfer entropy T Bossomaier, L Barnett, M Harré, JT Lizier, T Bossomaier, L Barnett, ... An Introduction to Transfer Entropy: Information Flow in Complex Systems, 65-95, 2016 | 387 | 2016 |
Local information transfer as a spatiotemporal filter for complex systems JT Lizier, M Prokopenko, AY Zomaya Physical Review E 77 (2), 026110, 2008 | 319 | 2008 |
Information processing in echo state networks at the edge of chaos J Boedecker, O Obst, JT Lizier, NM Mayer, M Asada Theory in Biosciences 131, 205-213, 2012 | 296 | 2012 |
Measuring information-transfer delays M Wibral, N Pampu, V Priesemann, F Siebenhühner, H Seiwert, ... PloS one 8 (2), e55809, 2013 | 292 | 2013 |
Differentiating information transfer and causal effect JT Lizier, M Prokopenko The European Physical Journal B 73 (4), 605-615, 2010 | 240 | 2010 |
Multivariate information-theoretic measures reveal directed information structure and task relevant changes in fMRI connectivity JT Lizier, J Heinzle, A Horstmann, JD Haynes, M Prokopenko Journal of Computational Neuroscience 30 (1), 85-107, 2011 | 235 | 2011 |
Directed information measures in neuroscience M Wibral, R Vicente, JT Lizier Springer, 2014 | 205 | 2014 |
Local measures of information storage in complex distributed computation JT Lizier, M Prokopenko, AY Zomaya Information Sciences 208, 39-54, 2012 | 188 | 2012 |
The Local Information Dynamics of Distributed Computation in Complex Systems JT Lizier The Local Information Dynamics of Distributed Computation in Complex Systems, 2013 | 163 | 2013 |
Information modification and particle collisions in distributed computation JT Lizier, M Prokopenko, AY Zomaya Chaos: An Interdisciplinary Journal of Nonlinear Science 20 (3), 2010 | 148 | 2010 |
Information flow in a kinetic Ising model peaks in the disordered phase L Barnett, JT Lizier, M Harré, AK Seth, T Bossomaier Physical review letters 111 (17), 177203, 2013 | 147 | 2013 |
Relating Fisher information to order parameters M Prokopenko, JT Lizier, O Obst, XR Wang Physical Review E 84 (4), 041116, 2011 | 143 | 2011 |
Partial information decomposition as a unified approach to the specification of neural goal functions M Wibral, V Priesemann, JW Kay, JT Lizier, WA Phillips Brain and cognition 112, 25-38, 2017 | 132 | 2017 |
Information decomposition of target effects from multi-source interactions: Perspectives on previous, current and future work JT Lizier, N Bertschinger, J Jost, M Wibral Entropy 20 (4), 307, 2018 | 130 | 2018 |
Tapered holey fibers for spot-size and numerical-aperture conversion GE Town, JT Lizier Optics letters 26 (14), 1042-1044, 2001 | 126 | 2001 |
Identifying influential spreaders and efficiently estimating infection numbers in epidemic models: A walk counting approach F Bauer, JT Lizier Europhysics Letters 99 (6), 68007, 2012 | 122 | 2012 |
Bits from brains for biologically inspired computing M Wibral, JT Lizier, V Priesemann Frontiers in Robotics and AI 2, 5, 2015 | 120 | 2015 |
Local active information storage as a tool to understand distributed neural information processing M Wibral, JT Lizier, S Vögler, V Priesemann, R Galuske Frontiers in neuroinformatics 8, 1, 2014 | 120 | 2014 |
IDTxl: The Information Dynamics Toolkit xl: a Python package for the efficient analysis of multivariate information dynamics in networks P Wollstadt, JT Lizier, R Vicente, C Finn, M Martinez-Zarzuela, P Mediano, ... arXiv preprint arXiv:1807.10459, 2018 | 114 | 2018 |