Mathieu Seraphim

According to our database, Mathieu Seraphim authored at least 4 papers between 2023 and 2024.

Collaborative distances:

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

2024

Automatic Classification of Sleep Stages from EEG Signals Using Riemannian Metrics and Transformer Networks.

Mathieu Seraphim, Alexis Lechervy, Florian Yger, Luc Brun, Olivier Etard

SN Comput. Sci., October, 2024

Structure-Preserving Transformers for Sequences of SPD Matrices.

Mathieu Seraphim, Alexis Lechervy, Florian Yger, Luc Brun, Olivier Etard

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

Temporal Sequences of EEG Covariance Matrices for Automated Sleep Stage Scoring with Attention Mechanisms.

Mathieu Seraphim, Paul Dequidt, Alexis Lechervy, Florian Yger, Luc Brun, Olivier Etard

Proceedings of the Computer Analysis of Images and Patterns, 2023

Automatic Sleep Stage Classification on EEG Signals Using Time-Frequency Representation.

Paul Dequidt, Mathieu Seraphim, Alexis Lechervy, Ivan Igor Gaez, Luc Brun, Olivier Etard

Proceedings of the Artificial Intelligence in Medicine, 2023