logo Idiap Research Institute        
 [BibTeX] [Marc21]
The use of brain-computer interfacing for ambient intelligence
Type of publication: Idiap-RR
Citation: gangadhar:rr07-61
Number: Idiap-RR-61-2007
Year: 2007
Institution: IDIAP
Abstract: This paper is aimed to introduce IDIAP Brain Computer Interface (IBCI) research that successfully applied Ambience Intelligence (AmI) principles in designing intelligent brain-machine interactions. We proceed through IBCI applications describing how machines can decode and react to the human mental commands, cognitive and emotive states. We show how effective human-machine interaction for brain computer interfacing (BCI) can be achieved through, 1) asynchronous and spontaneous BCI, 2) shared control between the human and machine, 3) online learning and 4) the use of cognitive state recognition. Identifying common principles in BCI research and ambiance intelligence (AmI) research, we discuss IBCI applications. With the current studies on recognition of human cognitive states, we argue for the possibility of designing empathic environments or devices that have a better human like understanding directly from brain signals.
Userfields: ipdmembership={learning},
Projects Idiap
Authors Garipelli, Gangadhar
Galán, Ferran
Chavarriaga, Ricardo
Ferrez, Pierre W.
Lew, Eileen
Millán, José del R.
Crossref by gangadhar:HAAI:2007
Added by: [UNK]
Total mark: 0
  • gangadhar-idiap-rr-07-61.pdf
  • gangadhar-idiap-rr-07-61.ps.gz