SelfEEG: A Python library for Self-Supervised Learning in Electroencephalography

Autor: Del Pup, Federico, Zanola, Andrea, Tshimanga, Louis Fabrice, Mazzon, Paolo Emilio, Atzori, Manfredo

Publikováno v: Journal of Open Source Software (2024), 9(95), 6224

SelfEEG is an open-source Python library developed to assist researchers in conducting Self-Supervised Learning (SSL) experiments on electroencephalography (EEG) data. Its primary objective is to offer a user-friendly but highly customizable environm

Externí odkaz: http://arxiv.org/abs/2401.05405

Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.

A global effort to benchmark predictive models and reveal mechanistic diversity in long-term stroke outcomes.

Autor: Matsulevits A; Groupe d'Imagerie Neurofonctionnelle, Institut des Maladies Neurodégénératives-UMR 5293, Centre national de la recherche scientifique (CNRS), CEA, University of Bordeaux, Bordeaux, France.; Brain Connectivity and Behaviour Laboratory, Sorbonne Universities, Paris, France., Alvez P; Department of Neurosciences and Mental Health, Neurology, Hospital de Santa Maria, CHLN, Lisbon, Portugal; Language Research Laboratory, Faculty of Medicine, Universidade de Lisboa, Lisbon, Portugal., Atzori M; Padova Neuroscience Center (PNC), University of Padova, Padova, Italy., Beyh A; Natbrainlab, Sackler Institute for Translational Neurodevelopment, Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology & Neuroscience, Denmark Hill, London SE5 8AF, UK; Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology & Neuroscience, King's College London, UK., Corbetta M; Department of Neurosciences and Mental Health, Neurology, Hospital de Santa Maria, CHLN, Lisbon, Portugal; Language Research Laboratory, Faculty of Medicine, Universidade de Lisboa, Lisbon, Portugal., Del Pup F; Department of Neurosciences and Mental Health, Neurology, Hospital de Santa Maria, CHLN, Lisbon, Portugal; Language Research Laboratory, Faculty of Medicine, Universidade de Lisboa, Lisbon, Portugal., Dulyan L; Donders Centre for Brain Cognition and Behaviour, Radboud University, Nijmegen, the Netherlands., Foulon C; Groupe d'Imagerie Neurofonctionnelle, Institut des Maladies Neurodégénératives-UMR 5293, Centre national de la recherche scientifique (CNRS), CEA, University of Bordeaux, Bordeaux, France.; Brain Connectivity and Behaviour Laboratory, Sorbonne Universities, Paris, France., Hope T; Wellcome Trust Centre for Neuroimaging, University College London, UK., Ioannucci S; Université de Fribourg, Visual and Cognitive Neuroscience Lab, Fribourg, Switzerland., Jobard G; Groupe d'Imagerie Neurofonctionnelle, Institut des Maladies Neurodégénératives-UMR 5293, Centre national de la recherche scientifique (CNRS), CEA, University of Bordeaux, Bordeaux, France., Lemaitre H; Groupe d'Imagerie Neurofonctionnelle, Institut des Maladies Neurodégénératives-UMR 5293, Centre national de la recherche scientifique (CNRS), CEA, University of Bordeaux, Bordeaux, France., Neville D; Wellcome Centre for Human Neuroimaging, Department of Imaging Neuroscience, Institute of Neurology, University College London, WC1N 3AR, UK., Nozais V; Groupe d'Imagerie Neurofonctionnelle, Institut des Maladies Neurodégénératives-UMR 5293, Centre national de la recherche scientifique (CNRS), CEA, University of Bordeaux, Bordeaux, France., Rorden C; McCausland Center for Brain Imaging, University of South Carolina, Columbia, SC, USA., Saprikis OV; University Medical Center Freiburg, Department of Neurology and Neurophysiology, Freiburg, Germany., Sibon I; Neurology Department, CHU Bordeaux, UMR-5287-CNRS, EPHE PSL Research University, Bordeaux, France., Sperber C; Inselspital, Universitätsspital Bern, Switzerland., Teghipco A; Department of Psychology, University of South Carolina, Columbia, SC 29208, USA., Thirion B; Inria-Saclay, Palaiseau; Universite Paris Saclay; CEA Saclay, Paris, France., Tshimanga LF; Padova Neuroscience Center (PNC), University of Padova, Padova, Italy., Umarova R; University Medical Center Freiburg, Department of Neurology and Neurophysiology, Freiburg, Germany., Vaidelyte EB; Universitäre Psychiatrische Dienste Bern (UPD) AG, Switzerland., van den Hoven E; University Medical Center Freiburg, Department of Neurology and Neurophysiology, Freiburg, Germany., Rodriguez EV; Universitat Jaume, Department of Basic Psychology, Clinical Psychology and Psychobiology, Castelló de la Plana, Castelló, Spain., Zanola A; Padova Neuroscience Center (PNC), University of Padova, Padova, Italy., Tourdias T; Centre Hospitalier Universitaire (CHU) de Bordeaux, Neuroimagerie diagnostique et thérapeutique, Bordeaux, France.; University Bordeaux, INSERM, Neurocentre Magendie, U1215, Bordeaux, France., de Schotten MT; Groupe d'Imagerie Neurofonctionnelle, Institut des Maladies Neurodégénératives-UMR 5293, Centre national de la recherche scientifique (CNRS), CEA, University of Bordeaux, Bordeaux, France.; Brain Connectivity and Behaviour Laboratory, Sorbonne Universities, Paris, France.

Publikováno v: BioRxiv : the preprint server for biology [bioRxiv] 2024 Nov 19. Date of Electronic Publication: 2024 Nov 19.