Sylvain Chevallier - Publications

Modality-specific predictive templates in pre-stimulus EEG activity.

Journal: Neuropsychologia

Published: February 13, 2026

Fine-Tuning Strategies for Continual Online EEG Motor Imagery Decoding: Insights from a Large-Scale Longitudinal Study.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

Learning from small datasets-review of workshop 6 of the 10th International BCI Meeting 2023.

Journal: Journal of neural engineering

Published: July 31, 2024

Geometric neural network based on phase space for BCI-EEG decoding.

Journal: Journal of neural engineering

Published: March 08, 2024

A systematic evaluation of Euclidean alignment with deep learning for EEG decoding.

Journal: Journal of neural engineering

Published: January 19, 2024

Measuring neuronal avalanches to inform brain-computer interfaces.

Journal: iScience

Published: August 08, 2023

Self-administered non-invasive vagus nerve stimulation therapy for severe pharmacoresistant restless legs syndrome: outcomes at 6 months.

Journal: Journal of sleep research

Published: May 26, 2023

Accounting for endogenous effects in decision-making with a non-linear diffusion decision model.

Journal: Scientific reports

Published: September 20, 2022

Class-distinctiveness-based frequency band selection on the Riemannian manifold for oscillatory activity-based BCIs: preliminary results.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: September 10, 2022

Noninvasive Vagus Nerve Stimulation: A New Therapeutic Approach for Pharmacoresistant Restless Legs Syndrome.

Journal: Neuromodulation : journal of the International Neuromodulation Society

Published: June 08, 2022

Functional Connectivity Ensemble Method to Enhance BCI Performance (FUCONE).

Journal: IEEE transactions on bio-medical engineering

Published: February 28, 2022

Randomized Cross Over Study Assessing the Efficacy of Non-invasive Stimulation of the Vagus Nerve in Patients With Axial Spondyloarthritis Resistant to Biotherapies: The ESNV-SPA Study Protocol.

Journal: Frontiers in human neuroscience

Published: March 12, 2021