Rémi Souriau

According to our database, Rémi Souriau authored at least 8 papers between 2018 and 2025.

Collaborative distances:

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

2025

Unsupervised segmentation of heart sounds from abrupt changes detection.

Eric Tatulli, Rémi Souriau, Julie Fontecave Jallon

Comput. Biol. Medicine, 2025

ECoG-Based Movement Classification and Limbs 3D Translation Prediction : a Deep Learning Study.

Quentin Ferdinand, Rémi Souriau, Lucas Struber, Henri Lorach, Philippe Ciuciu, Marina Reyboz, Tetiana Aksenova

Proceedings of the International Joint Conference on Neural Networks, 2025

2024

Hierarchical Hidden Markov Model for Online Decoding in Brain-Computer Interface.

Rémi Souriau, Alexandre Moly, Félix Martel, Lucas Struber, Serpil Karakas, Violaine Juillard, Guillaume Charvet, Tetiana Aksenova

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

Fetal heart rate monitoring by fusion of estimations from two modalities: A modified Viterbi's algorithm.

Rémi Souriau, Julie Fontecave Jallon, Bertrand Rivet

Biomed. Signal Process. Control., 2023

2022

Fetal ECG denoising using dynamic time warping template subtraction.

Rémi Souriau, Julie Fontecave Jallon, Bertrand Rivet

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

machine learning for modeling dynamic stochastic systems: application to adaptive control on deep-brain stimulation. (Apprentissage automatique pour la modélisation de systèmes stochastiques dynamiques: application au contrôle adaptatif sur la stimulation cérébrale profonde).

Rémi Souriau

PhD thesis, 2021

Fusion of estimations from two modalities using the Viterbi's algorithm: application to fetal heart rate monitoring.

Rémi Souriau, Julie Fontecave Jallon, Bertrand Rivet

Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

2018

Probit Latent Variables Estimation for a Gaussian Process Classifier: Application to the Detection of High-Voltage Spindles.

Rémi Souriau, Vincent Vigneron, Jean Lerbet, Hsin Chen

Proceedings of the Latent Variable Analysis and Signal Separation, 2018