PERSPECTIVE Switching between internal and external modes: A multiscale learning principle 1 Christopher J. Honey , Ehren L. Newman 2 , and Anna C. Schapiro 3 1Department of Psychological and Brain Sciences, Johns Hopkins University,…

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RESEARCH High-energy brain dynamics during anesthesia-induced unconsciousness James R. Riehl 1 , Ben J. Palanca 3,4 , and ShiNung Ching 1,2,4 1Department of Electrical and Systems Engineering, Washington University in St. Louis, St. Louis, MO,…

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RESEARCH Optimized connectome architecture for sensory-motor integration Jacob C. Worrell1, Jeffrey Rumschlag2, Richard F. Betzel3, Olaf Sporns1, and Bratislav Miši´c4 1Department of Psychological and Brain Sciences, Indiana University, Bloomington, Indiana, USA 2Department of Cell Biology…

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FOCUS FEATURE: New Trends in Connectomics The network architecture of value learning Marcelo G. Mattar 1,2 , Sharon L. Thompson-Schill 1 , and Danielle S. Bassett 2,3 1Department of Psychology, University of Pennsylvania, Philadelphia, PAPÀ,…

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PERSPECTIVE Dynamical networks: Finding, measuring, and tracking neural population activity using network science Mark D. Humphries Faculty of Biology, Medicine, and Health, University of Manchester, Manchester, United Kingdom Keywords: Graph theory, Network theory, Systems neuroscience,…

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METHODS Nonparametric test for connectivity detection in multivariate autoregressive networks and application to multiunit activity data M. Gilson 1 , UN. Tauste Campo 1,2 , X. Chen 3 3 , UN. Thiele , and G….

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RESEARCH The graphical brain: Belief propagation and active inference Karl J. Friston 1 1 , Thomas Parr , and Bert de Vries 2,3 1Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London, United…

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METHODS Consensus clustering approach to group brain connectivity matrices Javier Rasero 1,2,3 , Mario Pellicoro 6 Daniele Marinazzo 2 , Leonardo Angelini , and Sebastiano Stramaglia 2,3,4 , Jesus M. Cortes 2,3,4 1,5 , 1Biocruces…

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RESEARCH Structural covariance networks across the life span, from 6 A 94 years of age 1 Elizabeth DuPre 1 and R. Nathan Spreng 1Laboratory of Brain and Cognition, Human Neuroscience Institute, Department of Human Development,…

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METHODS Large-scale DCMs for resting-state fMRI 1,2,3 Adeel Razi , Mohamed L. Seghier , Yuan Zhou , Peter McColgan , Peter Zeidman 7 Hae-Jeong Park 8 , Olaf Sporns , Geraint Rees , and Karl…

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