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Communicative & Integrative Biology|October 5, 2020
Emergence of informative higher scales in biological systems: a computational toolkit for optimal prediction and controlErik Hoel, Michael LevinFrontiers in Neuroscience|February 28, 2022
Network Analysis of Time Series: Novel Approaches to Network NeuroscienceThomas F Varley, Olaf SpornsEntropy (Basel, Switzerland)|July 8, 2023
Untangling Synergistic Effects of Intersecting Social Identities with Partial Information DecompositionThomas F Varley, Patrick KaminskiChaos (Woodbury, N.Y.)|June 12, 2024
Evolving higher-order synergies reveals a trade-off between stability and information-integration capacity in complex systemsThomas F Varley, Josh BongardEntropy (Basel, Switzerland)|December 23, 2020
Examining the Causal Structures of Deep Neural Networks Using Information TheoryScythia Marrow, Eric J Michaud, Erik HoelIscience|March 22, 2021
Gene regulatory networks exhibit several kinds of memory: quantification of memory in biological and random transcriptional networksSurama Biswas, Santosh Manicka, Erik Hoel, et al.Entropy (Basel, Switzerland)|December 3, 2020
What Caused What? A Quantitative Account of Actual Causation Using Dynamical Causal NetworksLarissa Albantakis, William Marshall, Erik Hoel, et al.Royal Society Open Science|June 25, 2021
Topological analysis of differential effects of ketamine and propofol anaesthesia on brain dynamicsThomas F Varley, Vanessa Denny, Olaf Sporns, et al.Communications Biology|April 24, 2023
Multivariate information theory uncovers synergistic subsystems of the human cerebral cortexThomas F Varley, Maria Pope, Joshua Faskowitz, et al.Plos Computational Biology|December 21, 2020
Differential effects of propofol and ketamine on critical brain dynamicsThomas F Varley, Olaf Sporns, Aina Puce, et al.Pageof 5