Deep learning-based electroencephalography analysis: a systematic review von Roy, Yannick, Banville, Hubert, Albuquerque, Isabela, Gramfort, Alexandre, Falk, Tiago H, Faubert, Jocelyn

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A reusable benchmark of brain-age prediction from M/EEG resting-state signals von Engemann, Denis A., Mellot, Apolline, Höchenberger, Richard, Banville, Hubert, Sabbagh, David, Gemein, Lukas, Ball, Tonio, Gramfort, Alexandre

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Robust learning from corrupted EEG with dynamic spatial filtering von Banville, Hubert, Wood, Sean U.N., Aimone, Chris, Engemann, Denis-Alexander, Gramfort, Alexandre

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Multimodal Physiological Quality-of-Experience Assessment of Text-to-Speech Systems von Gupta, Rishabh, Banville, Hubert J., Falk, Tiago H.

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Mental Task Evaluation for Hybrid NIRS-EEG Brain-Computer Interfaces von Banville, Hubert, Falk, Tiago H., Gupta, Rishabh

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Uncovering the structure of clinical EEG signals with self-supervised learning von Banville, Hubert, Chehab, Omar, Hyvärinen, Aapo, Engemann, Denis-Alexander, Gramfort, Alexandre

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Enabling real-world EEG applications with deep learning von Banville, Hubert

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Do try this at home: Age prediction from sleep and meditation with large-scale low-cost mobile EEG von Banville, Hubert, Jaoude, Maurice Abou, Wood, Sean U.N., Aimone, Chris, Holst, Sebastian C., Gramfort, Alexandre, Engemann, Denis-Alexander

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Using affective brain-computer interfaces to characterize human influential factors for speech quality-of-experience perception modelling von Gupta, Rishabh, Laghari, Khalil, Banville, Hubert, Falk, Tiago H.

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Brain decoding: toward real-time reconstruction of visual perception von Benchetrit, Yohann, Banville, Hubert, King, Jean-Rémi

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Aligning brain functions boosts the decoding of visual semantics in novel subjects von Thual, Alexis, Benchetrit, Yohann, Geilert, Felix, Rapin, Jérémy, Makarov, Iurii, Banville, Hubert, King, Jean-Rémi

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Brain decoding: toward real-time reconstruction of visual perception von Benchetrit, Yohann, Banville, Hubert, King, Jean-Rémi

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SYSTEMS AND METHODS FOR NEURAL NETWORKS AND DYNAMIC SPATIAL FILTERS TO REWEIGH CHANNELS von AIMONE, Christopher Allen, WOOD, Sean Ulrich Niethe, JACOB BANVILLE, Hubert

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LEARNING REPRESENTATIONS OF EEG SIGNALS WITH SELF-SUPERVISED LEARNING von AIMONE, Christopher Allen, WOOD, Sean Ulrich Niethe, JACOB BANVILLE, Hubert

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LEARNING REPRESENTATIONS OF EEG SIGNALS WITH SELF-SUPERVISED LEARNING von AIMONE, Christopher Allen, WOOD, Sean Ulrich Niethe, JACOB BANVILLE, Hubert

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Robust learning from corrupted EEG with dynamic spatial filtering von Banville, Hubert, Wood, Sean U. N, Aimone, Chris, Engemann, Denis-Alexander, Gramfort, Alexandre

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LEARNING REPRESENTATIONS OF EEG SIGNALS WITH SELF-SUPERVISED LEARNING von AIMONE, Christopher Allen, WOOD, Sean Ulrich Niethe, JACOB BANVILLE, Hubert

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SYSTEMS AND METHODS FOR NEURAL NETWORKS AND DYNAMIC SPATIAL FILTERS TO REWEIGH CHANNELS von AIMONE, Christopher Allen, WOOD, Sean Ulrich Niethe, JACOB BANVILLE, Hubert

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Uncovering the structure of clinical EEG signals with self-supervised learning von Banville, Hubert, Chehab, Omar, Hyvärinen, Aapo, Engemann, Denis-Alexander, Gramfort, Alexandre

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WEARABLE COMPUTING DEVICE WITH ELECTROPHYSIOLOGICAL SENSORS von AIMONE, Christopher Allen, MOFFAT, Graeme Daniel, PROULX, Nicole Hélène, MACKENZIE, Samuel Thomas, JACOB BANVILLE, Hubert

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