RESEARCH Inferring network properties from time series using transfer entropy and mutual information: Validation of multivariate versus bivariate approaches Leonardo Novelli 1 and Joseph T. Lizier 1 a n o p e n a c…

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RESEARCH Computerized physical and cognitive training improves the functional architecture of the brain in adults with Down syndrome: A network science EEG study Alexandra Anagnostopoulou1,∗ , Charis Styliadis 1,∗ , Panagiotis Kartsidis1, Evangelia Romanopoulou1, Vasiliki…

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RESEARCH Parcels and particles: Markov blankets in the brain Karl J. Friston1, Erik D. Fagerholm2, Tahereh S. Zarghami3, Thomas Parr1, Inês Hipólito4, Loïc Magrou5, and Adeel Razi1,6 1Wellcome Centre for Human Neuroimaging, University College London,…

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RESEARCH A covariate-constraint method to map brain feature space into lower dimensional manifolds Félix Renard1, Christian Heinrich2, Marine Bouthillon2, Maleka Schenck3,4, Francis Schneider3,4,5, Stéphane Kremer2,6, and Sophie Achard 1 1Université Grenoble Alpes, CNRS, Inria, Grenoble,…

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RESEARCH The missing role of gray matter in studying brain controllability Hamidreza Jamalabadi1∗ , Agnieszka Zuberer1,2,3,7∗ Meng Li6,7, Sarah Alizadeh1, Ali Moradi Amani8, Christian Gaser7,9, Michael Esterman2,3,10, and Martin Walter1,4,5,6,7 , Vinod Jangir Kumar6, 1Department…

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METHODS Exploratory factor analysis with structured residuals for brain network data Erik-Jan van Kesteren 1 and Rogier A. Kievit 2 1Utrecht University, Department of Methodology and Statistics, Utrecht, the Netherlands 2University of Cambridge, MRC Cognition…

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FOCUS FEATURE: Network Communication in the Brain Network communication models improve the behavioral and functional predictive utility of the human structural connectome Caio Seguin1, Ye Tian1, and Andrew Zalesky1,2 1Melbourne Neuropsychiatry Centre, University of Melbourne…

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RESEARCH Damage to the structural connectome reflected in resting-state fMRI functional connectivity Anirudh Wodeyar1,2, Jessica M. Cassidy3, Steven C. Cramer4, and Ramesh Srinivasan1,5 1Department of Cognitive Sciences, University of California, Irvine, CA, USA 2Department of…

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RESEARCH Network topology of the marmoset connectome Zhen-Qi Liu 1, Ying-Qiu Zheng 2, and Bratislav Misic 1 1McConnell Brain Imaging Centre, Montréal Neurological Institute, McGill University, Montréal, Quebec, Canada 2Biomedical Engineering, University of Oxford, Oxford,…

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FOCUS FEATURE: Network Communication in the Brain Models of communication and control for brain networks: distinctions, convergence, and future outlook Pragya Srivastava1, Erfan Nozari2, Jason Z. Kim1, Harang Ju3, Dale Zhou3, Cassiano Becker1, Fabio Pasqualetti4,…

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