Apolline Mellot

According to our database, Apolline Mellot authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Machine learning and domain adaptation for enhancing the measure of brain health with MEG and EEG signals. (Apprentissage statistique et adaptation de domaine pour l'amélioration de la mesure de la santé cérébrale à partir de signaux MEG et EEG).

Apolline Mellot

PhD thesis, 2024

Geodesic Optimization for Predictive Shift Adaptation on EEG data.

Apolline Mellot, Antoine Collas, Sylvain Chevallier, Alexandre Gramfort, Denis A. Engemann

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Physics-Informed and Unsupervised Riemannian Domain Adaptation for Machine Learning on Heterogeneous EEG Datasets.

Apolline Mellot, Antoine Collas, Sylvain Chevallier, Denis A. Engemann, Alexandre Gramfort

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

Novel SPD Matrix Representations Considering Cross-Frequency Coupling for EEG Classification Using Riemannian Geometry.

Maria Sayu Yamamoto, Apolline Mellot, Sylvain Chevallier, Fabien Lotte

Proceedings of the 31st European Signal Processing Conference, 2023

2022

A reusable benchmark of brain-age prediction from M/EEG resting-state signals.

Denis A. Engemann, Apolline Mellot, Richard Höchenberger, Hubert J. Banville, David Sabbagh, Lukas Gemein, Tonio Ball, Alexandre Gramfort

NeuroImage, 2022