Thumbnail

Riemannian Classification for SSVEP-Based BCI: Offline versus Online Implementations

Chevallier, Sylvain; Kalunga, Emmanuel; Barthélemy, Quentin; Yger, Florian (2018), Riemannian Classification for SSVEP-Based BCI: Offline versus Online Implementations, dans Nam, Chang S.; Nijholt, Anton; Lotte, Fabien, Brain-Computer Interfaces Handbook : Technological and Theoretical Advances, CRC Press, Taylor & Francis, p. 372-398

Voir/Ouvrir
Type
Chapitre d'ouvrage
Date
2018
Titre de l'ouvrage
Brain-Computer Interfaces Handbook : Technological and Theoretical Advances
Auteurs de l’ouvrage
Nam, Chang S.; Nijholt, Anton; Lotte, Fabien
Éditeur
CRC Press, Taylor & Francis
Isbn
9781498773430
Nombre de pages
814
Pages
372-398
Métadonnées
Afficher la notice complète
Auteur(s)
Chevallier, Sylvain cc
autre
Kalunga, Emmanuel
autre
Barthélemy, Quentin
Mensia Technologies [Rennes]
Yger, Florian cc
Laboratoire d'analyse et modélisation de systèmes pour l'aide à la décision [LAMSADE]
Résumé (EN)
This chapter focuses on the different implementations of brain-computer interface (BCI) based on steady-state visually evoked potentials (SSVEPs). In offline BCI, feature extraction and classification are performed at the end of the session, when all trials are available, whereas in online settings, they are performed several times during each trial, usually for each available epoch recorded by the electroencephalogram (EEG) device, enabling real-time
Mots-clés
Interface neuronale directe (IND); Brain-Computer Interfaces (BCI)