Michel Besserve

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Nikos LogothetisVisiting Professor of Neuroscience, Stanford UniversityVerified email at stanford.edu
Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems & ELLIS Institute Tübingen; Professor at ETHVerified email at tuebingen.mpg.de
jacques martinerieCNRSVerified email at upmc.fr
Theofanis PanagiotaropoulosVerified email at cea.fr
Juan F Ramirez-VillegasPostdoctoral Fellow, Institute of Science and Technology (IST) AustriaVerified email at ist.ac.at
Julius von KügelgenETH ZürichVerified email at stat.math.ethz.ch
Luigi GreseleUniversity of CopenhagenVerified email at math.ku.dk
Vishal KapoorInternational Center for Primate Brain Research, ShanghaiVerified email at icpbr.ac.cn
Shervin SafaviMax Planck Institute for Biological CyberneticsVerified email at tuebingen.mpg.de
Stefano PanzeriUniversity Medical Center Hamburg-Eppendorf (UKE), and Istituto Italiano di TecnologiaVerified email at uke.de
Oxana Eschenko, PhDSenior Research Scientist, Max Planck Institute for Biological CyberneticsVerified email at tuebingen.mpg.de
Dominik JanzingAmazon Development Center, TuebingenVerified email at amazon.com
François LaurentInstitut Pasteur, ParisVerified email at pasteur.fr
Rémy SunPostdoctoral Researcher at MAASAI (Inria Sophia-Antipolis)Verified email at i3s.unice.fr
Naji ShajarisalesMPI for Intelligent Systems, Carnegie Mellon UniversityVerified email at tuebingen.mpg.de
Wieland BrendelFellow at ELLIS Institut Tübingen, Group Leader, Max Planck Institute for Intelligent SystemsVerified email at tuebingen.mpg.de
Francesco LocatelloAssistant Professor, ISTAVerified email at ista.ac.at
Armin KekićMax Planck Institute for Intelligent SystemsVerified email at tuebingen.mpg.de
Abhilash DwarakanathUniCog, NeuroSpin, CEA Paris-SaclayVerified email at cea.fr
Karim Jerbi, PhDComputational and Cognitive Neuroscience Lab (CoCo Lab), University of Montreal, QC, CanadaVerified email at umontreal.ca

Michel Besserve

Max Planck Institute for Intelligent Systems

Verified email at tuebingen.mpg.de - Homepage

Machine Learning Causality Complex systems Information theory Neuroscience


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Hippocampal–cortical interaction during periods of subcortical silence NK Logothetis, O Eschenko, Y Murayama, M Augath, T Steudel, ... Nature 491 (7425), 547-553, 2012	474	2012
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	281	2021
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	128	2007
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	112	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	111	2020
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	102	2015
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	101	2006
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	95*	2022
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	92	2010
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	91	2021
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	87	2013
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	63	2015
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	53	2011
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	52	2018
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	50	2008
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	47	2021
Nonparametric identifiability of causal representations from unknown interventions J von Kügelgen, M Besserve, L Wendong, L Gresele, A Kekić, ... Advances in Neural Information Processing Systems 36, 2024	39	2024
Function classes for identifiable nonlinear independent component analysis S Buchholz, M Besserve, B Schölkopf Advances in Neural Information Processing Systems 35, 16946-16961, 2022	38	2022
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	34	2018
Causal component analysis L Wendong, A Kekić, J von Kügelgen, S Buchholz, M Besserve, L Gresele, ... Advances in Neural Information Processing Systems 36, 2024	29	2024

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