Biased feedback influences learning of Motor Imagery BCI - Inria - Institut national de recherche en sciences et technologies du numérique Access content directly
Conference Papers Year :

Biased feedback influences learning of Motor Imagery BCI

Le retour biaisé influence l’apprentissage de l'imagerie motrice d'ICO


Various user trainings were proposed to assist the user in accomplishing Motor Imagery (MI) BCI task, e.g. the use of positive (biased) feedback which is an optimistic representation of one's labeled brain activity has shown to increase performance or learning. On the contrary, in some cases positive feedback decreased while negative increased user learning within one session. In order to better understand the benefits of biased feedback on performance and learning during the BCI training, we consider user states such as workload and the flow state, a state of optimal cognitive control, immersion, and pleasure, which has shown to correlate to performance.
Fichier principal
Vignette du fichier
Mladenovic2020-Biased feedback BCI.pdf (159.45 Ko) Télécharger le fichier
Origin : Files produced by the author(s)

Dates and versions

hal-02902542 , version 1 (20-07-2020)


  • HAL Id : hal-02902542 , version 1


Jelena Mladenović, Jérémy Frey, Jeremie Mattout, Fabien Lotte. Biased feedback influences learning of Motor Imagery BCI. International BCI Meeting, Jun 2020, Bruxelles, Belgium. ⟨hal-02902542⟩
150 View
164 Download


Gmail Facebook Twitter LinkedIn More