Michel Besserve

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Nikos LogothetisVisiting Professor of Neuroscience, Stanford UniversityGeverifieerd e-mailadres voor stanford.edu
Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems; Professor at ETH ZürichGeverifieerd e-mailadres voor tuebingen.mpg.de
jacques martinerieCNRSGeverifieerd e-mailadres voor upmc.fr
Juan F Ramirez-VillegasPostdoctoral Fellow, Institute of Science and Technology (IST) AustriaGeverifieerd e-mailadres voor ist.ac.at
Theofanis PanagiotaropoulosInserm, NeuroSpinGeverifieerd e-mailadres voor cea.fr
Stefano PanzeriUniversity Medical Center Hamburg-Eppendorf (UKE), and Istituto Italiano di TecnologiaGeverifieerd e-mailadres voor uke.de
Vishal KapoorInternational Center for Primate Brain Research, ShanghaiGeverifieerd e-mailadres voor icpbr.ac.cn
Oxana Eschenko, PhDSenior Research Scientist, Max Planck Institute for Biological CyberneticsGeverifieerd e-mailadres voor tuebingen.mpg.de
Dominik JanzingAmazon Development Center, TuebingenGeverifieerd e-mailadres voor amazon.com
Julius von KügelgenMax Planck Institute for Intelligent Systems Tübingen & University of CambridgeGeverifieerd e-mailadres voor tuebingen.mpg.de
Luigi GreseleMax Planck Institute for Intelligent Systems, TübingenGeverifieerd e-mailadres voor tuebingen.mpg.de
François LaurentInstitut Pasteur, ParisGeverifieerd e-mailadres voor pasteur.fr
Rémy SunPostdoctoral Researcher at MAASAI (Inria Sophia-Antipolis)Geverifieerd e-mailadres voor i3s.unice.fr
Naji ShajarisalesMPI for Intelligent Systems, Carnegie Mellon UniversityGeverifieerd e-mailadres voor tuebingen.mpg.de
Shervin SafaviMax Planck Institute for Biological CyberneticsGeverifieerd e-mailadres voor tuebingen.mpg.de
Karim Jerbi, PhDComputational and Cognitive Neuroscience Lab (CoCo Lab), University of Montreal, QC, CanadaGeverifieerd e-mailadres voor umontreal.ca
Wieland BrendelResearch Group Leader, Max Planck Institute for Intelligent SystemsGeverifieerd e-mailadres voor tuebingen.mpg.de
Francesco LocatelloTBDGeverifieerd e-mailadres voor amazon.com
Abhilash DwarakanathUniCog, NeuroSpin, CEA Paris-SaclayGeverifieerd e-mailadres voor cea.fr
Sylvain BailletProfessor & Canada Research Chair / Associate Dean, Research (Medicine & Health Sciences) McGillGeverifieerd e-mailadres voor mcgill.ca

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Michel Besserve

Max Planck Institute for Intelligent Systems

Geverifieerd e-mailadres voor tuebingen.mpg.de - Homepage

Machine Learning Causality Information theory Neuroscience Complex systems


Titel Sorteren op citaties Sorteren op jaar Sorteren op titel	Geciteerd door Geciteerd door	Jaar
Hippocampal–cortical interaction during periods of subcortical silence NK Logothetis, O Eschenko, Y Murayama, M Augath, T Steudel, ... Nature 491 (7425), 547-553, 2012	403	2012
Classification methods for ongoing EEG and MEG signals M Besserve, K Jerbi, F Laurent, S Baillet, J Martinerie, L Garnero Biological research 40 (4), 415-437, 2007	123	2007
Self-supervised learning with data augmentations provably isolates content from style J Von Kügelgen, Y Sharma, L Gresele, W Brendel, B Schölkopf, ... Advances in neural information processing systems 34, 16451-16467, 2021	122	2021
Towards a proper estimation of phase synchronization from time series M Chavez, M Besserve, C Adam, J Martinerie Journal of Neuroscience methods 154 (1-2), 149-160, 2006	94	2006
Shifts of gamma phase across primary visual cortical sites reflect dynamic stimulus-modulated information transfer M Besserve, SC Lowe, NK Logothetis, B Schölkopf, S Panzeri PLoS biology 13 (9), e1002257, 2015	90	2015
Diversity of sharp-wave–ripple LFP signatures reveals differentiated brain-wide dynamical events JF Ramirez-Villegas, NK Logothetis, M Besserve Proceedings of the National Academy of Sciences 112 (46), E6379-E6387, 2015	83	2015
Counterfactuals uncover the modular structure of deep generative models M Besserve, A Mehrjou, R Sun, B Schölkopf International Conference on Learning Representations (ICLR), 2020	82	2020
Causal relationships between frequency bands of extracellular signals in visual cortex revealed by an information theoretic analysis M Besserve, B Schölkopf, NK Logothetis, S Panzeri Journal of computational neuroscience 29, 547-566, 2010	82	2010
Multimodal information improves the rapid detection of mental fatigue F Laurent, M Valderrama, M Besserve, M Guillard, JP Lachaux, ... Biomedical Signal Processing and Control 8 (4), 400-408, 2013	76	2013
Decoding internally generated transitions of conscious contents in the prefrontal cortex without subjective reports V Kapoor, A Dwarakanath, S Safavi, J Werner, M Besserve, ... Nature Communications, 2022	58*	2022
Improving quantification of functional networks with EEG inverse problem: Evidence from a decoding point of view M Besserve, J Martinerie, L Garnero NeuroImage 55 (4), 1536-1547, 2011	51	2011
Telling cause from effect in deterministic linear dynamical systems N Shajarisales, D Janzing, B Schölkopf, M Besserve International Conference on Machine Learning, 285-294, 2015	49	2015
Prediction of performance level during a cognitive task from ongoing EEG oscillatory activities M Besserve, M Philippe, G Florence, F Laurent, L Garnero, J Martinerie Clinical neurophysiology 119 (4), 897-908, 2008	45	2008
Group invariance principles for causal generative models M Besserve, N Shajarisales, B Schölkopf, D Janzing International Conference on Artificial Intelligence and Statistics, 557-565, 2018	40	2018
Independent mechanism analysis, a new concept? L Gresele, J Von Kügelgen, V Stimper, B Schölkopf, M Besserve Advances in neural information processing systems 34, 28233-28248, 2021	32	2021
Dissecting the synapse-and frequency-dependent network mechanisms of in vivo hippocampal sharp wave-ripples JF Ramirez-Villegas, KF Willeke, NK Logothetis, M Besserve Neuron 100 (5), 1224-1240. e13, 2018	26	2018
Coupling of hippocampal theta and ripples with pontogeniculooccipital waves JF Ramirez-Villegas, M Besserve, Y Murayama, HC Evrard, A Oeltermann, ... Nature 589 (7840), 96-102, 2021	25	2021
Discrepancies between multi-electrode LFP and CSD phase-patterns: a forward modeling study R Hindriks, XD Arsiwalla, T Panagiotaropoulos, M Besserve, ... Frontiers in neural circuits 10, 51, 2016	23	2016
Statistical analysis of coupled time series with Kernel Cross-Spectral Density operators. M Besserve, NK Logothetis, B Schölkopf Advances in Neural Information Processing Systems 26, 2013	16	2013
A theory of independent mechanisms for extrapolation in generative models M Besserve, R Sun, D Janzing, B Schölkopf Proceedings of the AAAI Conference on Artificial Intelligence 35 (8), 6741-6749, 2021	14	2021

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