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A core feature of complex systems is that the interactions between elements in the present causally constrain each-other as the system evolves through time.
Quantifying High-order Interdependencies via Multivariate Extensions of the Mutual Information
Fernando Rosas, Pedro A. M. Mediano, Michael Gastpar, and Henrik J. Jensen · 1902
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A novel approach to multivariate redundancy and synergy
Artemy Kolchinsky · 1908
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Beyond integrated information: A taxonomy of information dynamics phenomena
Pedro A. M. Mediano, Fernando Rosas, Robin L. Carhart-Harris, Anil K. Seth, and Adam B. Barrett · 1909
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Information Decomposition based on Cooperative Game Theory
Nihat Ay, Daniel Polani, and Nathaniel Virgo · 1910
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Regularities unseen, randomness observed: Levels of entropy convergence
James P. Crutchfield and David P. Feldman · 2003
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Neuronal Avalanches in Neocortical Circuits
John M. Beggs and Dietmar Plenz · 2003
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Unsupervised Spike Detection and Sorting with Wavelets and Superparamagnetic Clustering
R. Quian Quiroga, Z. Nadasdy, and Y. Ben-Shaul · 2004
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Some data analyses using mutual information
David R. Brillinger · 2004
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The Disturbing Matter of Downward Causation
Øistein Schmidt Galaaen · 2006
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Data information in contingency tables: a fallacy of hierarchical loglinear models
Philip E. Cheng, Jiun W. Liou, Michelle Liou, and John AD Aston · 2006
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The Physics of Downward Causation
Paul C. W. Davies · 2008
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Integrated information in discrete dynamical systems: motivation and theoretical framework
David Balduzzi and Giulio Tononi · 2008
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Nonnegative Decomposition of Multivariate Information
Paul L. Williams and Randall D. Beer · 2010
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How to culture, record and stimulate neuronal networks on micro-electrode arrays (MEAs)
Chadwick M. Hales, John D. Rolston, and Steve M. Potter · 2010
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Anatomy of a bit: Information in a time series observation
Ryan G. James, Christopher J. Ellison, and James P. Crutchfield · 2011
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Generalized Measures of Information Transfer
Paul L. Williams and Randall D. Beer · 2011
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Information Capacity and Transmission Are Maximized in Balanced Cortical Networks with Neuronal Avalanches
Woodrow L. Shew, Hongdian Yang, Shan Yu, Rajarshi Roy, and Dietmar Plenz · 2011
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Being Critical of Criticality in the Brain
John M. Beggs and Nicholas Timme · 2012
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Shared Information – New Insights and Problems in Decomposing Information in Complex Systems
Nils Bertschinger, Johannes Rauh, Eckehard Olbrich, and Jürgen Jost · 2013
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The Local Information Dynamics of Distributed Computation in Complex Systems
Joseph T. Lizier · 2013
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Bivariate measure of redundant information
Malte Harder, Christoph Salge, and Daniel Polani · 2013
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Quantifying Unique Information
Nils Bertschinger, Johannes Rauh, Eckehard Olbrich, Jürgen Jost, and Nihat Ay · 2014
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Intersection Information Based on Common Randomness
Virgil Griffith, Edwin K. P. Chong, Ryan G. James, Christopher J. Ellison, and James P. Crutchfield · 2014
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Quantifying synergistic mutual information
Virgil Griffith and Christof Koch · 2014
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Large-Scale, High-Resolution Multielectrode-Array Recording Depicts Functional Network Differences of Cortical and Hippocampal Cultures
Shinya Ito, Fang-Chin Yeh, Emma Hiolski, Przemyslaw Rydygier, Deborah E. Gunning, Pawel Hottowy, Nicholas Timme, Alan M. Litke, and John M. Beggs · 2014
Cited alongside, same era.
Multiplex Networks of Cortical and Hippocampal Neurons Revealed at Different Timescales
Nicholas Timme, Shinya Ito, Maxym Myroshnychenko, Fang-Chin Yeh, Emma Hiolski, Pawel Hottowy, and John M. Beggs · 2014
Cited alongside, same era.
The Critically Tuned Cortex
John M. Beggs · 2019
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Patricia Wollstadt, Joseph T. Lizier, Raul Vicente, Conor Finn, Mario Martinez-Zarzuela, Pedro Mediano, Leonardo Novelli, and Michael Wibral · 2019
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Reconciling emergences: An information-theoretic approach to identify causal emergence in multivariate data
Fernando E. Rosas, Pedro A. M. Mediano, Henrik J. Jensen, Anil K. Seth, Adam B. Barrett, Robin L. Carhart-Harris, and Daniel Bor · 2020
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An operational information decomposition via synergistic disclosure
Fernando E. Rosas, Pedro A. M. Mediano, Borzoo Rassouli, and Adam B. Barrett · 2020
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A Synergistic Workspace for Human Consciousness Revealed by Integrated Information Decomposition
Andrea I. Luppi, Pedro A. M. Mediano, Fernando E. Rosas, Judith Allanson, John D. Pickard, Robin L. Carhart-Harris, Guy B. Williams, Michael M. Craig, Paola Finoia, Adrian M. Owen, Lorina Naci, David K. Menon, Daniel Bor, and Emmanuel A. Stamatakis · 2020
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Local active information storage as a tool to understand distributed neural information processing
Michael Wibral, Joseph Lizier, Sebastian Vögler, Viola Priesemann, and Ralf Galuske · 2014
Cited alongside, same era.
JIDT: An Information-Theoretic Toolkit for Studying the Dynamics of Complex Systems
Joseph T. Lizier · 2014
Cited alongside, same era.
Information Decomposition and Synergy
Eckehard Olbrich, Nils Bertschinger, and Johannes Rauh · 2015
Cited alongside, same era.
Exploration of synergistic and redundant information sharing in static and dynamical Gaussian systems
Adam B. Barrett · 2015
Cited alongside, same era.
Criticality Maximizes Complexity in Neural Tissue
Nicholas M. Timme, Najja J. Marshall, Nicholas Bennett, Monica Ripp, Edward Lautzenhiser, and John M. Beggs · 2016
Cited alongside, same era.
An Introduction to Transfer Entropy: Information Flow in Complex Systems
Terry Bossomaier, Lionel Barnett, Michael Harré, and Joseph T. Lizier · 2016
Cited alongside, same era.
Rich-Club Organization in Effective Connectivity among Cortical Neurons
Sunny Nigam, Masanori Shimono, Shinya Ito, Fang-Chin Yeh, Nicholas Timme, Maxym Myroshnychenko, Christopher C. Lapish, Zachary Tosi, Pawel Hottowy, Wesley C. Smith, Sotiris C. Masmanidis, Alan M. Litke, Olaf Sporns, and John M. Beggs · 2016
Cited alongside, same era.
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A synergistic core for human brain evolution and cognition
Andrea I. Luppi, Pedro A. M. Mediano, Fernando E. Rosas, Negin Holland, Tim D. Fryer, John T. O’Brien, James B. Rowe, David K. Menon, Daniel Bor, and Emmanuel A. Stamatakis · 2020
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Correlated activity favors synergistic processing in local cortical networks in vitro at synaptically relevant timescales
Samantha P. Sherrill, Nicholas M. Timme, John M. Beggs, and Ehren L. Newman · 2020
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Differential effects of propofol and ketamine on critical brain dynamics
Thomas Varley, Olaf Sporns, Aina Puce, and John Beggs · 2020
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Towards an extended taxonomy of information dynamics via Integrated Information Decomposition
Pedro A. M. Mediano, Fernando E. Rosas, Andrea I. Luppi, Robin L. Carhart-Harris, Daniel Bor, Anil K. Seth, and Adam B. Barrett · 2021
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Bits and pieces: understanding information decomposition from part-whole relationships and formal logic
A. J. Gutknecht, M. Wibral, and A. Makkeh · 2021
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Introducing a differentiable measure of pointwise shared information
Abdullah Makkeh, Aaron J. Gutknecht, and Michael Wibral · 2021
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Emergence as the conversion of information: A unifying theory
Thomas Varley and Erik Hoel · 2021
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Partial information decomposition reveals that synergistic neural integration is greater downstream of recurrent information flow in organotypic cortical cultures
Samantha P. Sherrill, Nicholas M. Timme, John M. Beggs, and Ehren L. Newman · 2021
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Self-organization of in vitro neuronal assemblies drives to complex network topology
Priscila C. Antonello, Thomas F. Varley, John Beggs, Marimelia Porcionatto, Olaf Sporns, and Jean Faber · 2021
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Early lock-in of structured and specialised information flows during neural development
David P. Shorten, Viola Priesemann, Michael Wibral, and Joseph T. Lizier · 2021
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Is There Sufficient Evidence for Criticality in Cortical Systems?
Alain Destexhe and Jonathan D. Touboul · 2021
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Information dynamics in neuronal networks of macaque cerebral cortex reflect cognitive state and behavior
Thomas Varley, Olaf Sporns, Hansjorg Scherberger, and Benjamin Dann · 2021
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Thomas F. Varley and Patrick Kaminski · 2021
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A partial information decomposition for discrete and continuous variables
Kyle Schick-Poland, Abdullah Makkeh, Aaron J. Gutknecht, Patricia Wollstadt, Anja Sturm, and Michael Wibral · 2021
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Quantifying Dynamical High-Order Interdependencies From the O-Information: An Application to Neural Spiking Dynamics
Sebastiano Stramaglia, Tomas Scagliarini, Bryan C. Daniels, and Daniele Marinazzo · 2021
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Integrated information as a common signature of dynamical and information-processing complexity
Pedro A. M. Mediano, Fernando E. Rosas, Juan Carlos Farah, Murray Shanahan, Daniel Bor, and Adam B. Barrett · 2022
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