Exceeding chance level by chance: The caveat of theoretical chance levels in brain signal classification and statistical assessment of decoding accuracy E Combrisson, K Jerbi Journal of neuroscience methods 250, 126-136, 2015 | 623 | 2015 |
Direct recordings from human anterior insula reveal its leading role within the error-monitoring network J Bastin, P Deman, O David, M Gueguen, D Benis, L Minotti, D Hoffman, ... Cerebral cortex, bhv352, 2016 | 105 | 2016 |
From intentions to actions: Neural oscillations encode motor processes through phase, amplitude and phase-amplitude coupling E Combrisson, M Perrone-Bertolotti, JLP Soto, G Alamian, P Kahane, ... NeuroImage 147, 473-487, 2017 | 68 | 2017 |
Visbrain: a multi-purpose GPU-accelerated open-source suite for multimodal brain data visualization E Combrisson, R Vallat, C O'Reilly, M Jas, A Pascarella, A Saive, T Thiery, ... Frontiers in Neuroinformatics 13, 14, 2019 | 56 | 2019 |
Sleep: an open-source python software for visualization, analysis, and staging of sleep data E Combrisson, R Vallat, JB Eichenlaub, C O'Reilly, T Lajnef, A Guillot, ... Frontiers in neuroinformatics 11, 60, 2017 | 48 | 2017 |
Alterations of intrinsic brain connectivity patterns in depression and bipolar disorders: a critical assessment of magnetoencephalography-based evidence G Alamian, AS Hincapié, E Combrisson, T Thiery, V Martel, D Althukov, ... Frontiers in Psychiatry 8, 245983, 2017 | 47 | 2017 |
Tensorpac: An open-source Python toolbox for tensor-based phase-amplitude coupling measurement in electrophysiological brain signals E Combrisson, T Nest, A Brovelli, RAA Ince, JLP Soto, A Guillot, K Jerbi PLoS computational biology 16 (10), e1008302, 2020 | 45 | 2020 |
Measuring alterations in oscillatory brain networks in schizophrenia with resting-state MEG: State-of-the-art and methodological challenges G Alamian, AS Hincapié, A Pascarella, T Thiery, E Combrisson, AL Saive, ... Clinical Neurophysiology 128 (9), 1719-1736, 2017 | 40 | 2017 |
Brainhack: Developing a culture of open, inclusive, community-driven neuroscience R Gau, S Noble, K Heuer, KL Bottenhorn, IP Bilgin, YF Yang, ... Neuron 109 (11), 1769-1775, 2021 | 35 | 2021 |
NeuroPycon: An open-source python toolbox for fast multi-modal and reproducible brain connectivity pipelines D Meunier, A Pascarella, D Altukhov, M Jas, E Combrisson, T Lajnef, ... NeuroImage 219, 117020, 2020 | 32 | 2020 |
Good scientific practice in EEG and MEG research: Progress and perspectives G Niso, LR Krol, E Combrisson, AS Dubarry, MA Elliott, C François, ... NeuroImage 257, 119056, 2022 | 29 | 2022 |
Subthalamic low-frequency oscillations predict vulnerability to cocaine addiction M Degoulet, A Tiran-Cappello, E Combrisson, C Baunez, Y Pelloux Proceedings of the National Academy of Sciences 118 (14), e2024121118, 2021 | 27 | 2021 |
Meet spinky: an open-source spindle and K-complex detection toolbox validated on the open-access montreal archive of sleep studies (MASS) T Lajnef, C O’Reilly, E Combrisson, S Chaibi, JB Eichenlaub, PM Ruby, ... Frontiers in neuroinformatics 11, 15, 2017 | 27 | 2017 |
Class imbalance should not throw you off balance: Choosing the right classifiers and performance metrics for brain decoding with imbalanced data P Thölke, YJ Mantilla-Ramos, H Abdelhedi, C Maschke, A Dehgan, ... NeuroImage 277, 120253, 2023 | 26 | 2023 |
Long-range temporal correlations in the brain distinguish conscious wakefulness from induced unconsciousness T Thiery, T Lajnef, E Combrisson, A Dehgan, P Rainville, GA Mashour, ... Neuroimage 179, 30-39, 2018 | 26 | 2018 |
Decoding the neural dynamics of free choice in humans T Thiery, AL Saive, E Combrisson, A Dehgan, J Bastin, P Kahane, ... PLoS biology 18 (12), e3000864, 2020 | 13 | 2020 |
Decoding cognitive states and motor intentions from intracranial EEG: How promising is high-frequency brain activity for brain-machine interfaces? K Jerbi, E Combrisson, SS Dalal, JR Vidal, CM Hamame, O Bertrand, ... Epilepsy & Behavior 28 (2), 283-302, 2013 | 12 | 2013 |
Group-level inference of information-based measures for the analyses of cognitive brain networks from neurophysiological data E Combrisson, M Allegra, R Basanisi, RAA Ince, BL Giordano, J Bastin, ... NeuroImage 258, 119347, 2022 | 11 | 2022 |
Cholinergic interneuron inhibition potentiates corticostriatal transmission in direct medium spiny neurons and rescues motor learning in parkinsonism G Laverne, J Pesce, A Reynders, E Combrisson, E Gascon, C Melon, ... Cell Reports 40 (1), 2022 | 8 | 2022 |
Frites: A Python package for functional connectivity analysis and group-level statistics of neurophysiological data E Combrisson, R Basanisi, VL Cordeiro, RAA Ince, A Brovelli Journal of Open Source Software 7 (79), 3842, 2022 | 6 | 2022 |