EDITORIAL Editorial: Focus feature on consciousness and cognition Randy McIntosh1, Sean Hill2, and Olaf Sporns3 1Institute for Neuroscience and Neurotechnology, Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, BC, Canada 2Krembil Centre for Neuroinformatics, Departments of Psychiatry and Psychology, University of Toronto, Toronto, ON, Canada 3Department of Psychological and Brain Sciences, Indiana University, Bloomington, DANS, USA Keywords: Connectivity, Brain networks, Brain dynamics, Consciousness,

EDITORIAL Editorial: Focus feature on biomarkers in network neuroscience Linda Douw1, Mario Senden2,3, and Martijn van den Heuvel4,5 1Department of Anatomy and Neurosciences, Amsterdam Neuroscience, UMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands 2Department of Cognitive Neuroscience, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, Netherlands 3Maastricht Brain Imaging Centre, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, Netherlands 4Department of Complex Trait Genetics, Center for Neurogenomics

FONCTION DE MISE AU POINT: Network Communication in the Brain Editorial: Network Communication in the Brain 1 Daniel Graham 2 , Andrea Avena-Koenigsberger 3 , and Bratislav Miši´c 1Department of Psychology, Hobart and William Smith Colleges, Genève, New York, USA 2University Information Technology Services, Indiana University, Bloomington, DANS, USA 3McConnell Brain Imaging Centre, Montréal Neurological Institute, Université McGill, Montréal, Québec, Canada Keywords: Brain connectivity; Communication models; Connectome; Dynamique du réseau;

FONCTION DE MISE AU POINT: Linking Experimental and Computational Connectomics Editorial: Linking experimental and computational connectomics Alexander Peyser 1, Sandra Diaz Pier1, Wouter Klijn1, Abigail Morrison1,2,3, and Jochen Triesch4 1SimLab Neuroscience, Jülich Supercomputing Centre (JSC), Institute for Advanced Simulation, JARA, Forschungszentrum Jülich GmbH, Jülich, Germany 2Institute of Neuroscience and Medicine, Institute for Advanced Simulation, JARA Institute Brain Structure-Function Relationships, Forschungszentrum Jülich GmbH, Jülich, Germany 3Institute of Cognitive Neuroscience,

FONCTION DE MISE AU POINT: Topological Neuroscience Editorial: Topological Neuroscience Paul Expert1,2,3,4, Louis-David Lord5, Morten L. Kringelbach5,6, and Giovanni Petri7,8 1Department of Mathematics, Imperial College London, Londres, UK 2EPSRC Centre for Mathematics of Precision Healthcare, Imperial College London, Londres, UK 3Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, Kings College London, Londres, UK 4Global Digital Health Unit, School of Public Health, Faculty of Medicine, Imperial College London,

FONCTION DE MISE AU POINT: Bridging Scales and Levels Editorial: Bridging Scales and Levels Emma K. Towlson 1,2 and Fabrizio De Vico Fallani 3,4 1Center for Complex Network Research, Northeastern University, Boston, MA 02115, USA 2Media Laboratory, Massachusetts Institute of Technology, Cambridge, MA 02139, USA 3Inria, Aramis project-team, F-75013, Paris, France Institut du Cerveau et de la Moelle épinière, ICM, Inserm U 1127, CNRS UMR 7225, Sorbonne Université,

FONCTION DE MISE AU POINT: New Trends in Connectomics Editorial: Nouvelles tendances en connectomique 1 Olaf Sporns and Danielle S. Bassett 2,3,4,5 1Department of Psychological and Brain Sciences, Indiana University, Bloomington, DANS, USA 2Department of Bioengineering, University of Pennsylvania, Philadelphia, Pennsylvanie, USA 3Department of Physics and Astronomy, University of Pennsylvania, Philadelphia, Pennsylvanie, USA 4Department of Neurology, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvanie, USA 5Department of Electrical

EDITORIAL The future of network neuroscience Olaf Sporns Department of Psychological and Brain Sciences, Indiana University, Bloomington IN 47405 and Indiana University Network Science Institute, Indiana University, Bloomington IN 47405 ABSTRACT Understanding the brain represents one of the most profound and pressing scientific challenges of the 21st century. As brain data have increased in volume and complexity, the tools and methods of network science have

Taran, N., Farah, R., Gashri, C., Gitman, E., Rosch, K., Schlaggar, B.L. & Horowitz-Kraus, T. (2023). Executive functions- based reading training engages the cingulo-opercular and dorsal attention networks. Neurosciences en réseau, Advance publication. https://doi.org/10.1162/netn_a_00335. Executive functions-based reading training engages the cingulo- opercular and dorsal attention networks Short title: Executive functions-based reading training: neurobiological effect Nikolay Taran1, Rola Farah1, Carmel Gashri1, Ester Gitman1, Keri Rosch2,3, Bradley L.

Song, L., Ren, Y., Shuhan, X., Hou, Oui. & Il, X. (2023). A hybrid spatio-temporal deep belief network and sparse representation based framework reveals multi-level core functional components in decoding multi-task fMRI signals. Neurosciences en réseau, Advance publication. https://doi.org/10.1162/netn_a_00334. 1 2 3 4 5 6 7 A Hybrid Spatio-Temporal Deep Belief Network and Sparse Representation-Based Framework Reveals Multi-Level Core Functional Components in Decoding Multi-Task fMRI Signals

Faber, S.E.M., Belden, A.G., Loui, P., & McInsosh, R.. (2023). Age-related variability in network engagement during music listening. Neurosciences en réseau, Advance publication. https://doi.org/10.1162/netn_a_00333. Age-related variability in network engagement during music listening Author List: Faber, S.1,2, Belden, A.G.3, Loui, P.3, & McIntosh, A.R.2 1University of Toronto 2Simon Fraser University 3Northeastern University 1 2 3 4 5 6 7 8 Abstrait 9 Listening to music is an

RESEARCH Differential contributions of static and time-varying functional connectivity to human behavior Adam Eichenbaum 1∗, Ioannis Pappas 1∗, Daniel Lurie 2, Jessica R. Cohen3†, and Mark D’Esposito1,2† 1Helen Wills Neuroscience Institute, Université de Californie, Berkeley 2Department of Psychology, Université de Californie, Berkeley 3Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill ∗These authors contributed equally to this work. †These senior authors contributed

FONCTION DE MISE AU POINT: Network Communication in the Brain Multisensory integration in the mouse cortical connectome using a network diffusion model Kamal Shadi 1, Eva Dyer 2, and Constantine Dovrolis 1 1School of Computer Science, Georgia Institute of Technology, Atlanta, GA, USA 2Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, GA, USA a n o p e n a c c e s s j o

RESEARCH Coactivation pattern analysis reveals altered salience network dynamics in children with autism spectrum disorder Emily Marshall 1∗ , Jason S. Nomi 1∗ , Bryce Dirks1, Celia Romero1, Lauren Kupis1, Catie Chang2,3,4, and Lucina Q. Uddin1,5 1Department of Psychology, University of Miami, Coral Gables, FL, USA 2Department of Electrical Engineering and Computer Science, Vanderbilt University, Nashville, TN, USA 3Department of Biomedical Engineering, Vanderbilt University, Nashville,