@conference{Liangetal23, title = {Causal Component Analysis}, author = {Liang, W. and Kekić, A. and von K{\"u}gelgen, J. and Buchholz, S. and Besserve, M. and Gresele*, L. and Sch{\"o}lkopf*, B.}, booktitle = {Advances in Neural Information Processing Systems 36 (NeurIPS 2023)}, volume = {36}, pages = {32481--32520}, editors = {A. Oh and T. Neumann and A. Globerson and K. Saenko and M. Hardt and S. Levine}, publisher = {Curran Associates, Inc.}, month = dec, year = {2023}, note = {*shared last author}, doi = {}, url = {https://proceedings.neurips.cc/paper_files/paper/2023/file/67089958e98b243d5cc1881ad60418b8-Paper-Conference.pdf}, month_numeric = {12} } @conference{Kugelgenetal23, title = {Nonparametric Identifiability of Causal Representations from Unknown Interventions}, author = {von K{\"u}gelgen, J. and Besserve, M. and Liang, W. and Gresele, L. and Kekić, A. and Bareinboim, E. and Blei, D. and Sch{\"o}lkopf, B.}, booktitle = {Advances in Neural Information Processing Systems 36 (NeurIPS 2023)}, volume = {36}, pages = {48603--48638}, editors = {A. Oh and T. Neumann and A. Globerson and K. Saenko and M. Hardt and S. Levine}, publisher = {Curran Associates, Inc.}, month = dec, year = {2023}, doi = {}, url = {https://proceedings.neurips.cc/paper_files/paper/2023/file/97fe251c25b6f99a2a23b330a75b11d4-Paper-Conference.pdf}, month_numeric = {12} } @conference{Keurtietal23, title = {Homomorphism {A}uto{E}ncoder --- Learning Group Structured Representations from Observed Transitions}, author = {Keurti, H. and Pan, H.-R. and Besserve, M. and Grewe, B. F. and Sch{\"o}lkopf, B.}, booktitle = {Proceedings of the 40th International Conference on Machine Learning (ICML)}, volume = {202}, pages = {16190--16215}, series = {Proceedings of Machine Learning Research}, editors = {A. Krause, E. Brunskill, K. Cho, B. Engelhardt, S. Sabato and J. Scarlett}, publisher = {PMLR}, month = jul, year = {2023}, doi = {}, url = {https://proceedings.mlr.press/v202/keurti23a.html}, month_numeric = {7} } @conference{Leebetal23, title = {Structure by Architecture: Structured Representations without Regularization}, author = {Leeb, F. and Lanzillotta, G. and Annadani, Y. and Besserve, M. and Bauer, S. and Sch{\"o}lkopf, B.}, booktitle = {Proceedings of the Eleventh International Conference on Learning Representations (ICLR)}, month = may, year = {2023}, doi = {}, url = {https://openreview.net/pdf?id=O_lFCPaF48t}, month_numeric = {5} } @article{Safavietal23, title = {Uncovering the Organization of Neural Circuits with Generalized Phase Locking Analysis}, author = {Safavi, S. and Panagiotaropoulos, T. I. and Kapoor, V. and Ramirez-Villegas, J. F. and Logothetis, N. and Besserve, M.}, journal = {PLOS Computational Biology}, volume = {19}, number = {4}, pages = {1--45}, publisher = {Public Library of Science}, month = apr, year = {2023}, doi = {10.1371/journal.pcbi.1010983}, month_numeric = {4} } @article{ShaLogBes23, title = {Information theoretic measures of causal influences during transient neural events}, author = {Shao, K. and Logothetis, N. K. and Besserve, M.}, journal = {Frontiers in Network Physiology}, volume = {3}, year = {2023}, doi = {10.3389/fnetp.2023.1085347}, url = {https://www.frontiersin.org/articles/10.3389/fnetp.2023.1085347} } @conference{LeeBauBesSch22, title = {Exploring the Latent Space of Autoencoders with Interventional Assays}, author = {Leeb, F. and Bauer, S. and Besserve, M. and Sch{\"o}lkopf, B.}, booktitle = {Advances in Neural Information Processing Systems 35 (NeurIPS 2022)}, volume = {35}, pages = {21562--21574}, editors = {S. Koyejo and S. Mohamed and A. Agarwal and D. Belgrave and K. Cho and A. Oh}, publisher = {Curran Associates, Inc.}, month = dec, year = {2022}, doi = {}, url = {https://proceedings.neurips.cc/paper_files/paper/2022/hash/87213955efbe48b46586e37bf2f1fe5b-Abstract-Conference.html}, month_numeric = {12} } @conference{Reizingeretal22, title = {Embrace the Gap: VAEs Perform Independent Mechanism Analysis}, author = {Reizinger*, P. and Gresele*, L. and Brady*, J. and von K{\"u}gelgen, J. and Zietlow, D. and Sch{\"o}lkopf, B. and Martius, G. and Brendel, W. and Besserve, M.}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS 2022)}, volume = {35}, pages = {12040--12057}, editors = {S. Koyejo and S. Mohamed and A. Agarwal and D. Belgrave and K. Cho and A. Oh}, publisher = {Curran Associates, Inc.}, month = dec, year = {2022}, note = {*equal first authorship}, doi = {}, url = {https://proceedings.neurips.cc/paper_files/paper/2022/hash/4eb91efe090f72f7cf42c69aab03fe85-Abstract-Conference.html}, month_numeric = {12} } @conference{BucBesSch22, title = {Function Classes for Identifiable Nonlinear Independent Component Analysis}, author = {Buchholz, S. and Besserve, M. and Sch{\"o}lkopf, B.}, booktitle = {Advances in Neural Information Processing Systems 35 (NeurIPS 2022)}, volume = {35}, pages = {16946--16961}, editors = {S. Koyejo and S. Mohamed and A. Agarwal and D. Belgrave and K. Cho and A. Oh}, publisher = {Curran Associates, Inc.}, month = dec, year = {2022}, doi = {}, url = {https://proceedings.neurips.cc/paper_files/paper/2022/hash/6c5da478b9d13f541993d67897a0bb30-Abstract-Conference.html}, month_numeric = {12} } @article{Soleymanietal22, title = {Causal Feature Selection via Orthogonal Search}, author = {Soleymani*, A. and Raj*, A. and Bauer, S. and Sch{\"o}lkopf, B. and Besserve, M.}, journal = {Transactions on Machine Learning Research}, month = sep, year = {2022}, note = {*equal contribution}, doi = {}, url = {https://openreview.net/forum?id=Q54jBjc896}, month_numeric = {9} } @conference{BesSch22, title = {Learning soft interventions in complex equilibrium systems}, author = {Besserve, M. and Sch{\"o}lkopf, B.}, booktitle = {Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence (UAI)}, volume = {180}, pages = {170--180}, series = {Proceedings of Machine Learning Research}, editors = {Cussens, James and Zhang, Kun}, publisher = {PMLR}, month = aug, year = {2022}, doi = {}, url = {https://proceedings.mlr.press/v180/besserve22a.html}, month_numeric = {8} } @conference{BesShaJanSch22, title = {Cause-effect inference through spectral independence in linear dynamical systems: theoretical foundations}, author = {Besserve, M. and Shajarisales, N. and Janzing, D. and Sch{\"o}lkopf, B.}, booktitle = {1st Conference on Causal Learning and Reasoning (CLeaR 2022)}, volume = {177}, pages = {110--143}, series = {Proceedings of Machine Learning Research}, editors = {Sch{\"o}lkopf, Bernhard and Uhler, Caroline and Zhang, Kun}, publisher = {PMLR}, month = apr, year = {2022}, doi = {}, url = {https://proceedings.mlr.press/v177/besserve22a/besserve22a.pdf}, month_numeric = {4} } @article{Kapooretal21, title = {Decoding internally generated transitions of conscious contents in the prefrontal cortex without subjective reports}, author = {Kapoor, V. and Dwarakanath, A. and Safavi, S. and Werner, J. and Besserve, M. and Panagiotaropoulos, T. I. and Logothetis, N. K.}, journal = {Nature Communications}, volume = {13}, pages = {1535}, year = {2022}, doi = {10.1038/s41467-022-28897-2}, url = {https://www.nature.com/articles/s41467-022-28897-2} } @conference{Kugelenetal21, title = {Self-supervised learning with data augmentations provably isolates content from style}, author = {von K{\"u}gelgen*, J. and Sharma*, Y. and Gresele*, L. and Brendel, W. and Sch{\"o}lkopf, B. and Besserve, M. and Locatello, F.}, booktitle = {Advances in Neural Information Processing Systems 34 (NeurIPS 2021)}, pages = {16451--16467}, editors = {M. Ranzato and A. Beygelzimer and Y. Dauphin and P.S. Liang and J. Wortman Vaughan}, publisher = {Curran Associates, Inc.}, month = dec, year = {2021}, note = {*equal contribution}, doi = {}, url = {https://proceedings.neurips.cc/paper/2021/file/8929c70f8d710e412d38da624b21c3c8-Paper.pdf}, month_numeric = {12} } @conference{Greseleetal21, title = {Independent mechanisms analysis, a new concept?}, author = {Gresele*, L. and von K{\"u}gelgen*, J. and Stimper, V. and Sch{\"o}lkopf, B. and Besserve, M.}, booktitle = {Advances in Neural Information Processing Systems 34 (NeurIPS 2021)}, pages = {28233--28248}, editors = {M. Ranzato and A. Beygelzimer and Y. Dauphin and P.S. Liang and J. Wortman Vaughan}, publisher = {Curran Associates, Inc.}, month = dec, year = {2021}, note = {*equal contribution}, doi = {}, url = {https://proceedings.neurips.cc/paper/2021/file/edc27f139c3b4e4bb29d1cdbc45663f9-Paper.pdf}, month_numeric = {12} } @article{Ramirez-Villegas20, title = {Coupling of hippocampal theta and ripples with pontogeniculooccipital waves}, author = {Ramirez-Villegas, J. and Besserve, M. and Murayama, Y. and Evrard, H. and Oeltermann, A. and Logothetis, N.}, journal = {Nature}, volume = {589}, number = {7840}, pages = {96-102}, publisher = {Nature}, month = nov, year = {2021}, doi = {10.1038/s41586-020-2914-4}, url = {https://doi.org/10.1038/s41586-020-2914-4}, month_numeric = {11} } @conference{ShaLogBes21, title = {Estimation of Spontaneous Transient Dynamics based on Peri-event Data}, author = {Shao, K. and Logothetis, N. K. and Besserve, M.}, booktitle = {Bernstein Conference 2021}, month = sep, year = {2021}, doi = {10.12751/nncn.bc2021.p113}, month_numeric = {9} } @conference{safavietal21b, title = {Generalized phase locking analysis: a multivariate technique for investigating spike-field coupling}, author = {Safavi, S and Panagiotaropoulos, T. I. and Kapoor, V and Ramirez-Villegas, J. F. and Logothetis, N. K. and Besserve, M.}, booktitle = {Bernstein Conference 2021}, month = sep, year = {2021}, doi = {10.12751/nncn.bc2021.p109}, month_numeric = {9} } @conference{BesSch21, title = {Lie interventions in complex systems with cycles}, author = {Besserve, M. and Sch{\"o}lkopf, B.}, booktitle = {ICML 2021 Workshop on Neglected Assumptions in Causal Inference}, month = jul, year = {2021}, doi = {}, url = {https://drive.google.com/file/d/1scIiZAZjhY3kuCAkqWjrPUrq_65hQekZ/view}, month_numeric = {7} } @conference{BesSunJanSch21, title = {A Theory of Independent Mechanisms for Extrapolation in Generative Models}, author = {Besserve, M. and Sun, R. and Janzing, D. and Sch{\"o}lkopf, B.}, booktitle = {Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI)}, volume = {35}, number = {8}, pages = {6741--6749}, month = feb, year = {2021}, doi = {}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/16833}, month_numeric = {2} } @misc{ShaVilLogBes21, title = {A model of Ponto-Geniculo-Occipital waves supports bidirectional control of cortical plasticity across sleep-stages}, author = {Shao, K. and Villegas, J. F. R. and Logothetis, N. K. and Besserve, M.}, year = {2021}, doi = {10.1101/2021.03.16.432817} } @article{SafLogBes21, title = {From Univariate to Multivariate Coupling Between Continuous Signals and Point Processes: A Mathematical Framework}, author = {Safavi, S. and Logothetis, N. and Besserve, M.}, journal = {Neural Computation}, volume = {33}, number = {7}, pages = {1751--1817}, year = {2021}, doi = {10.1162/neco_a_01389} } @conference{BesMehSunSch20, title = {Counterfactuals uncover the modular structure of deep generative models}, author = {Besserve, M. and Mehrjou, A. and Sun, R. and Sch\"{o}lkopf, B.}, booktitle = {8th International Conference on Learning Representations (ICLR)}, month = apr, year = {2020}, doi = {}, url = {https://openreview.net/forum?id=SJxDDpEKvH}, month_numeric = {4} } @misc{ChiBesPan20, title = {Causal learning with sufficient statistics: an information bottleneck approach}, author = {Chicharro, D. and Besserve, M. and Panzeri, S.}, year = {2020}, doi = {} } @misc{BesBucSch20, title = {Assaying Large-scale Testing Models to Interpret Covid-19 Case Numbers. A Cross-country Study}, author = {Besserve, M. and Buchholz, S. and Sch{\"o}lkopf, B.}, year = {2020}, doi = {} } @talk{SafLogBes19, title = {Multivariate coupling estimation between continuous signals and point processes}, author = {Safavi, S. and Logothetis, N. and Besserve, M.}, booktitle = {Neural Information Processing Systems 2019 - Workshop on Learning with Temporal Point Processes}, month = dec, year = {2019}, doi = {}, url = {https://sites.google.com/view/tpp-neurips-2019}, month_numeric = {12} } @conference{BesMehSunSch19, title = {Exploiting the modularity of deep networks to generate visual counterfactuals}, author = {Besserve, M. and Mehrjou, A. and Sun, R. and Sch{\"o}lkopf, B.}, booktitle = {NeurIPS 2019 - Workshop on Shared Visual Representations in Human & Machine Intelligence}, month = dec, year = {2019}, doi = {}, url = {https://www.svrhm2019.com/}, month_numeric = {12} } @conference{Geigeretal19, title = {Coordinating Users of Shared Facilities via Data-driven Predictive Assistants and Game Theory}, author = {Geiger, P. and Besserve, M. and Winkelmann, J. and Proissl, C. and Sch{\"o}lkopf, B.}, booktitle = {Proceedings of the 35th Conference on Uncertainty in Artificial Intelligence (UAI)}, volume = {115}, pages = {207--216}, series = {Proceedings of Machine Learning Research}, editors = {Adams, Ryan P. and Gogate, Vibhav}, publisher = {PMLR}, month = jul, year = {2019}, doi = {}, url = {https://proceedings.mlr.press/v115/geiger20a.html}, month_numeric = {7} } @poster{ShaLogBes19, title = {Neural mass modeling of the Ponto-Geniculo-Occipital wave and its neuromodulation}, author = {Shao, K. and Logothetis, N. and Besserve, M.}, booktitle = {28th Annual Computational Neuroscience Meeting (CNS*2019)}, month = jul, year = {2019}, doi = {10.1186/s12868-019-0538-0}, month_numeric = {7} } @article{KapBesLogPan18, title = {Parallel and functionally segregated processing of task phase and conscious content in the prefrontal cortex}, author = {Kapoor, V. and Besserve, M. and Logothetis, N. K. and Panagiotaropoulos, T. I.}, journal = {Communications Biology}, volume = {1}, number = {215}, pages = {1--12}, month = dec, year = {2018}, doi = {10.1038/s42003-018-0225-1}, url = {https://www.nature.com/articles/s42003-018-0225-1}, month_numeric = {12} } @conference{BesSunSch18, title = {Intrinsic disentanglement: an invariance view for deep generative models}, author = {Besserve, M. and Sun, R. and Sch{\"o}lkopf, B.}, booktitle = {Workshop on Theoretical Foundations and Applications of Deep Generative Models at ICML}, month = jul, year = {2018}, doi = {}, month_numeric = {7} } @conference{BesShaSchJan18, title = {Group invariance principles for causal generative models}, author = {Besserve, M. and Shajarisales, N. and Sch{\"o}lkopf, B. and Janzing, D.}, booktitle = {Proceedings of the 21st International Conference on Artificial Intelligence and Statistics (AISTATS)}, volume = {84}, pages = {557--565}, series = {Proceedings of Machine Learning Research}, editors = {Amos Storkey and Fernando Perez-Cruz}, publisher = {PMLR}, month = apr, year = {2018}, doi = {}, url = {http://proceedings.mlr.press/v84/besserve18a.html}, month_numeric = {4} } @poster{SafPanKapLogBes18a, title = {Generalized phase locking analysis of electrophysiology data}, author = {Safavi, S. and Panagiotaropoulos, T.I. and Kapoor, V. and Logothetis, N. K. and Besserve, M.}, booktitle = {7th AREADNE Conference on Research in Encoding and Decoding of Neural Ensembles}, year = {2018}, doi = {}, url = {https://areadne.org/2018/home.html} } @article{RamWilLogBes18, title = {Dissecting the synapse- and frequency-dependent network mechanisms of in vivo hippocampal sharp wave-ripples}, author = {Ramirez-Villegas, J. F. and Willeke, K. F. and Logothetis, N. K. and Besserve, M.}, journal = {Neuron}, volume = {100}, number = {5}, pages = {1224--1240}, year = {2018}, doi = {10.1016/j.neuron.2018.09.041}, url = {https://www.cell.com/neuron/fulltext/S0896-6273(18)30843-2} } @poster{SafPanKapLogBes17, title = {Generalized phase locking analysis of electrophysiology data}, author = {Safavi, S. and Panagiotaropoulos, T.I. and Kapoor, V. and Logothetis, N. K. and Besserve, M.}, booktitle = {ESI Systems Neuroscience Conference (ESI-SyNC 2017): Principles of Structural and Functional Connectivity}, year = {2017}, doi = {} } @poster{LogMurRamBesEvr16, title = { PGO wave-triggered functional MRI: mapping the networks underlying synaptic consolidation}, author = {Logothetis, N. K. and Murayama, Y. and Ramirez-Villegas, J. F. and Besserve, M. and Evrard, H.}, year = {2016}, doi = {} } @poster{RamLogBes16, title = {Statistical source separation of rhythmic LFP patterns during sharp wave ripples in the macaque hippocampus}, author = {Ramirez-Villegas, J. F. and Logothetis, N. K. and Besserve, M.}, year = {2016}, doi = {} } @poster{BesLog16, title = {Hippocampal neural events predict ongoing brain-wide BOLD activity}, author = {Besserve, M. and Logothetis, N. K.}, year = {2016}, doi = {} } @article{RamLogBes2015, title = {Diversity of sharp wave-ripple LFP signatures reveals differentiated brain-wide dynamical events}, author = {Ramirez-Villegas, J. F. and Logothetis, N. K. and Besserve, M.}, journal = {Proceedings of the National Academy of Sciences U.S.A}, volume = {112}, number = {46}, pages = {E6379-E6387}, month = nov, year = {2015}, doi = { 10.1073/pnas.1518257112}, month_numeric = {11} } @poster{RamLogBes2015-2, title = {Diversity of sharp wave-ripples in the CA1 of the macaque hippocampus and their brain wide signatures}, author = {Ramirez-Villegas, J. F. and Logothetis, N. K. and Besserve, M.}, booktitle = {45th Annual Meeting of the Society for Neuroscience (Neuroscience 2015)}, month = oct, year = {2015}, doi = {}, url = {http://www.abstractsonline.com/Plan/ViewAbstract.aspx?sKey=26dc599b-6c98-4a02-9324-e40200aae958&cKey=ee22279c-a3c7-4414-b097-2980cab1c58a&mKey={D0FF4555-8574-4FBB-B9D4-04EEC8BA0C84}}, month_numeric = {10} } @talk{Besserve2015-2, title = {Causal Inference for Empirical Time Series Based on the Postulate of Independence of Cause and Mechanism}, author = {Besserve, M.}, booktitle = {53rd Annual Allerton Conference on Communication, Control, and Computing}, month = sep, year = {2015}, doi = {}, month_numeric = {9} } @article{Besserveetal2015, title = {Shifts of Gamma Phase across Primary Visual Cortical Sites Reflect Dynamic Stimulus-Modulated Information Transfer}, author = {Besserve, M. and Lowe, S. C. and Logothetis, N. K. and Sch{\"o}lkopf, B. and Panzeri, S.}, journal = {PLOS Biology}, volume = {13}, number = {9}, pages = {e1002257}, month = sep, year = {2015}, doi = {10.1371/journal.pbio.1002257}, month_numeric = {9} } @talk{Besserve2015, title = {Independence of cause and mechanism in brain networks}, author = {Besserve, M.}, booktitle = {DALI workshop on Networks: Processes and Causality}, month = apr, year = {2015}, doi = {}, month_numeric = {4} } @inproceedings{ShaJanSchBes15, title = {Telling cause from effect in deterministic linear dynamical systems}, author = {Shajarisales, N. and Janzing, D. and Sch{\"o}lkopf, B. and Besserve, M.}, booktitle = {Proceedings of the 32nd International Conference on Machine Learning}, volume = {37}, pages = {285–294}, series = {JMLR Workshop and Conference Proceedings}, editors = {F. Bach and D. Blei}, publisher = {JMLR}, year = {2015}, doi = {} } @poster{RamLogBes14, title = {Dynamical source analysis of hippocampal sharp-wave ripple episodes}, author = {Ramirez-Villegas, J. F. and Logothetis, N. K. and Besserve, M.}, year = {2014}, doi = {10.12751/nncn.bc2014.0116} } @talk{BesSchLog14, title = {Unsupervised identification of neural events in local field potentials}, author = {Besserve, M. and Sch{\"o}lkopf, B. and Logothetis, N. K.}, year = {2014}, doi = {} } @talk{Besserve2014, title = {Quantifying statistical dependency}, author = {Besserve, M.}, year = {2014}, doi = {} } @poster{RamirezVillegasLB2014, title = {Cluster analysis of sharp-wave ripple field potential signatures in the macaque hippocampus}, author = {Ramirez-Villegas, J. F. and Logothetis, N. K. and Besserve, M.}, year = {2014}, doi = {} } @talk{LogothetisEMASEBO2013, title = {Studying large-scale brain networks: electrical stimulation and neural-event-triggered fMRI}, author = {Logothetis, NK. and Eschenko, O. and Murayama, Y. and Augath, M. and Steudel, T. and Evrard, HC. and Besserve, M. and Oeltermann, A.}, month = jul, year = {2013}, note = { journal = {BMC Neuroscience}, year = {2013}, month = {7}, volume = {14}, number = {Supplement 1}, pages = {A1},}, doi = {}, month_numeric = {7} } @poster{SafaviPKLB2013, title = {Coupling between spiking activity and beta band spatio-temporal patterns in the macaque PFC}, author = {Safavi, S. and Panagiotaropoulos, T. and Kapoor, V. and Logothetis, NK. and Besserve, M.}, year = {2013}, doi = {} } @poster{SafaviPKLB2013_2, title = {Analyzing locking of spikes to spatio-temporal patterns in the macaque prefrontal cortex}, author = {Safavi, S. and Panagiotaropoulos, T. and Kapoor, V. and Logothetis, NK. and Besserve, M.}, year = {2013}, doi = {10.12751/nncn.bc2013.0018} } @poster{RamLogBes2013, title = {Characterization of different types of sharp-wave ripple signatures in the CA1 of the macaque hippocampus}, author = {Ramirez-Villegas, JF. and Logothetis, NK. and Besserve, M.}, year = {2013}, doi = {} } @article{BalduzziOB2012, title = {Metabolic cost as an organizing principle for cooperative learning}, author = {Balduzzi, D. and Ortega, PA. and Besserve, M.}, journal = {Advances in Complex Systems}, volume = {16}, number = {02n03}, pages = {1350012}, year = {2013}, doi = {10.1142/S0219525913500124} } @inproceedings{BesserveLSLMZK2013, title = {Statistical analysis of coupled time series with Kernel Cross-Spectral Density operators}, author = {Besserve, M. and Logothetis, N. and Sch{\"o}lkopf, B.}, booktitle = {Advances in Neural Information Processing Systems 26}, pages = {2535--2543}, editors = {C.J.C. Burges, L. Bottou, M. Welling, Z. Ghahramani, and K.Q. Weinberger}, year = {2013}, doi = {} } @article{LaurentVBGLMF2013, title = {Multimodal information improves the rapid detection of mental fatigue}, author = {Laurent, F. and Valderrama, M. and Besserve, M. and Guillard, M. and Lachaux, J-P. and Martinerie, J. and Florence, G.}, journal = {Biomedical Signal Processing and Control}, volume = {8}, number = {4}, pages = {400 - 408}, year = {2013}, doi = {10.1016/j.bspc.2013.01.007} } @article{LogothetisEMASEBO2012, title = {Hippocampal-Cortical Interaction during Periods of Subcortical Silence}, author = {Logothetis, NK. and Eschenko, O. and Murayama, Y. and Augath, M. and Steudel, T. and Evrard, HC. and Besserve, M. and Oeltermann, A.}, journal = {Nature}, volume = {491}, pages = {547-553}, month = nov, year = {2012}, doi = {10.1038/nature11618}, month_numeric = {11} } @poster{BesservePCKTPL2012, title = {Identifying endogenous rhythmic spatio-temporal patterns in micro-electrode array recordings}, author = {Besserve, M. and Panagiotaropoulos, T. and Crocker, B. and Kapoor, V. and Tolias, A. and Panzeri, S. and Logothetis, NK.}, year = {2012}, doi = {} } @poster{BesserveBML2012, title = {Centrality of the Mammalian Functional Brain Network}, author = {Besserve, M. and Bartels, A. and Murayama, Y. and Logothetis, NK.}, year = {2012}, doi = {} } @inproceedings{BalduzziB2012, title = {Towards a learning-theoretic analysis of spike-timing dependent plasticity}, author = {Balduzzi, D. and Besserve, M.}, booktitle = {Advances in Neural Information Processing Systems 25}, pages = {2465--2473}, editors = {P Bartlett and FCN Pereira and CJC. Burges and L Bottou and KQ Weinberger}, publisher = {Curran Associates Inc.}, year = {2012}, doi = {} } @talk{PanagiotaropoulosBL2012, title = {Beta oscillations propagate as traveling waves in the macaque prefrontal cortex}, author = {Panagiotaropoulos, T. and Besserve, M. and Logothetis, NK.}, year = {2012}, doi = {} } @poster{PanagiotaropoulosBCKTPL2011, title = {Spatiotemporal mapping of rhythmic activity in the inferior convexity of the macaque prefrontal cortex}, author = {Panagiotaropoulos, T. and Besserve, M. and Crocker, B. and Kapoor, V. and Tolias, AS. and Panzeri, S. and Logothetis, NK.}, volume = {41}, number = {239.15}, month = nov, year = {2011}, doi = {}, month_numeric = {11} } @inproceedings{7047, title = {Finding dependencies between frequencies with the kernel cross-spectral density}, author = {Besserve, M. and Janzing, D. and Logothetis, NK. and Sch{\"o}lkopf, B.}, pages = {2080-2083 }, publisher = {IEEE}, organization = {Max-Planck-Gesellschaft}, school = {Biologische Kybernetik}, address = {Piscataway, NJ, USA}, month = may, year = {2011}, doi = {10.1109/ICASSP.2011.5946735 }, month_numeric = {5} } @article{BesserveMG2011, title = {Improving quantification of functional networks with EEG inverse problem: Evidence from a decoding point of view}, author = {Besserve, M. and Martinerie, J. and Garnero, L.}, journal = {NeuroImage}, volume = {55}, number = {4}, pages = {1536-1547}, month = apr, year = {2011}, doi = {10.1016/j.neuroimage.2011.01.056}, month_numeric = {4} } @article{ChavezBL2011, title = {Dynamics of excitable neural networks with heterogeneous connectivity }, author = {Chavez, M. and Besserve, M. and Le Van Quyen, M.}, journal = {Progress in Biophysics and Molecular Biology}, volume = {105}, number = {1-2}, pages = {29-33}, month = mar, year = {2011}, doi = {10.1016/j.pbiomolbio.2010.11.002}, month_numeric = {3} } @article{BesserveM2011, title = {Extraction of functional information from ongoing brain electrical activity: Extraction en temps-réel d'informations fonctionnelles à partir de l'activité électrique cérébrale }, author = {Besserve, M. and Martinerie, J.}, journal = {IRBM}, volume = {32}, number = {1}, pages = {27-34}, month = feb, year = {2011}, doi = {10.1016/j.irbm.2011.01.001}, month_numeric = {2} } @article{6395, title = {Causal relationships between frequency bands of extracellular signals in visual cortex revealed by an information theoretic analysis}, author = {Besserve, M. and Sch{\"o}lkopf, B. and Logothetis, NK. and Panzeri, S.}, journal = {Journal of Computational Neuroscience}, volume = {29}, number = {3}, pages = {547-566}, organization = {Max-Planck-Gesellschaft}, school = {Biologische Kybernetik}, month = dec, year = {2010}, doi = {10.1007/s10827-010-0236-5}, month_numeric = {12} } @poster{7046, title = {High frequency phase-spike synchronization of extracellular signals modulates causal interactions in monkey primary visual cortex}, author = {Besserve, M. and Murayama, Y. and Sch{\"o}lkopf, B. and Logothetis, NK. and Panzeri, S.}, volume = {40}, number = {616.2}, organization = {Max-Planck-Gesellschaft}, school = {Biologische Kybernetik}, month = nov, year = {2010}, doi = {}, month_numeric = {11} }