Leaving the lab: a portable and quickly tunable BCI

Aurélien van Langhenhove 1 Marie-Hélène Bekaert 2, * François Cabestaing 2
* Corresponding author
1 BUNRAKU - Perception, decision and action of real and virtual humans in virtual environments and impact on real environments
IRISA - Institut de Recherche en Informatique et Systèmes Aléatoires, ENS Cachan - École normale supérieure - Cachan, Inria Rennes – Bretagne Atlantique
2 LAGIS-SI
LAGIS - Laboratoire d'Automatique, Génie Informatique et Signal
Abstract : Although many systems for palliative communication based on non-invasive BCIs have been developped during the last few years, very few projects aim at leaving the research labs and hospitals for helping patients at home. Jon Wolpaw's team at the Wadworth Center1 has developped a portable BCI that has now been used for more than one year on a daily basis by 5 people suffering from ALS. This experiment shows that highly handicaped people greatly benefit from such BCIs that they tend to use during long periods -- between 5 an 8 hours a day -- for communicating with their loved ones, for surfing the web, or reading and writing emails. We also aim at being able to leave the lab with this now mature technology for screening handicaped people at home. This would allow checking easily if a patient can use efficiently a BCI without requiring him to come to the hospital or to a specialized laboratory. From the hardware point of view, this home-screening requires a BCI setup that can be used in any situation: portable, fully autonomous and battery powered. From the software point of view, the machine learning techniques that adapt the BCI to the individual must provide a "good" result within a few seconds rather than an "optimal" result after several minutes or hours of processing.
Complete list of metadatas

Cited literature [2 references]  Display  Hide  Download

https://hal.archives-ouvertes.fr/hal-00521111
Contributor : François Cabestaing <>
Submitted on : Saturday, September 25, 2010 - 11:49:40 AM
Last modification on : Thursday, June 20, 2019 - 3:12:16 PM
Long-term archiving on : Thursday, October 25, 2012 - 3:55:51 PM

File

langhenhove_maia_2007.pdf
Files produced by the author(s)

Identifiers

  • HAL Id : hal-00521111, version 1

Citation

Aurélien van Langhenhove, Marie-Hélène Bekaert, François Cabestaing. Leaving the lab: a portable and quickly tunable BCI. BCI Meets Robotics: Challenging Issues in Brain-Computer Interaction and Shared Control, MAIA'07, Nov 2007, Leuven, Belgium. ⟨hal-00521111⟩

Share

Metrics

Record views

672

Files downloads

123