2.2k citations
- Sorbonne UniversitéFR66 papers
- Centre National de la Recherche ScientifiqueFR57 papers
- Institut du CerveauFR52 papers
- InsermFR51 papers
- Assistance Publique – Hôpitaux de ParisFR49 papers
- Institut des Sciences MoléculairesFR13 papers
- Institut national de recherche en sciences et technologies du numériqueFR10 papers
- Université Pierre-et-Marie-CurieFR10 papers
- Université de LilleFR9 papers
- ARAMIS: Algorithmes, modèles et méthodes pour les images et les signaux du cerveau humain sain et pathologiqueFR8 papers
- Translational Innovation in Medicine and ComplexityFR7 papers
- Université Paris CitéFR7 papers
5 papers · 1 filter
Integrating EEG and MEG signals to improve motor imagery classification in brain-computer interfaces
Marie-Constance Corsi, Mario Chavez, Denis Schwartz +4
We propose a fusion approach that combines features from simultaneously recorded electroencephalographic (EEG) and magnetoencephalographic (MEG) signals to improve classification p…
Statistical learning of spatiotemporal patterns from longitudinal manifold-valued networks
Igor Koval, Jean-Baptiste Schiratti, Alexandre Routier +4
We introduce a mixed-effects model to learn spatiotempo-ral patterns on a network by considering longitudinal measures distributed on a fixed graph. The data come from repeated obs…
Multidimensional classification of hippocampal shape features discriminates Alzheimer's disease and mild cognitive impairment from normal aging
Emilie Gerardin, Gaël Chételat, Marie Chupin +9
We describe a new method to automatically discriminate between patients with Alzheimer's disease (AD) or mild cognitive impairment (MCI) and elderly controls, based on multidimensi…
Surrogate-based artifact removal from single-channel EEG
Mario Chavez, Fanny Grosselin, Aurore Bussalb +2
The recent emergence and success of electroencephalography (EEG) in low-cost portable devices, has opened the door to a new generation of applications processing a small number of…
Gaia Data Release 1. Open cluster astrometry: performance, limitations, and future prospects
Gaia Collaboration, F. van Leeuwen, A. Vallenari +589
Context. The first Gaia Data Release contains the Tycho-Gaia Astrometric Solution (TGAS). This is a subset of about 2 million stars for which, besides the position and photometry,…