Stanislas Chambon

Performance of an Ambulatory Dry-EEG Device for Auditory Closed-Loop Stimulation of Sleep Slow Oscillations in the Home Environment

Eden Debellemanière, Stanislas Chambon, Clémence Pinaud et al. · Frontiers in Human Neuroscience · 2018 · 114 citations · Full text

Sleep Disorders, Sleep Health, Home Environment +24

DOSED: A deep learning approach to detect multiple sleep micro-events in EEG signal

Stanislas Chambon, Valentin Thorey, Pierrick J. Arnal et al. · Journal of Neuroscience Methods · 2019 · 78 citations · Full text

Eeg Signal, Neurophysiology, Computational Neuroscience +10

Insights from an autism imaging biomarker challenge: Promises and threats to biomarker discovery

Nicolas Traut, Katja Heuer, G Lemaître et al. · NeuroImage · 2022 · 67 citations · Full text

A Deep Learning Architecture for Temporal Sleep Stage Classification Using Multivariate and Multimodal Time Series

Stanislas Chambon, Mathieu Galtier, Pierrick J. Arnal et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2018 · 29 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21

Domain adaptation with optimal transport improves EEG sleep stage classifiers

Stanislas Chambon, Mathieu Galtier, Alexandre Gramfort · 2018 · 17 citations

Engineering, Machine Learning, Low Sample Size +23