Abstract
This paper presents first results of an Adaptive Brain Interface suitable for deployment outside controlled laboratory settings. It robustly recognizes three cognitive mental states from on-line spontaneous EEG signals and may have them associated to simple commands. Three commands allow interacting intelligently with a computer-based system through task decomposition. Our approach seeks to develop individual interfaces since not two people are the same either physiologically or psychologically. Thus the interface adapts to its owner as its neural classifier learns user-specific filters.
| Original language | English |
|---|---|
| Title of host publication | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
| Publisher | Springer Verlag |
| Pages | 219-227 |
| Number of pages | 9 |
| Volume | 1607 |
| ISBN (Print) | 3540660682, 9783540660682 |
| DOIs | |
| Publication status | Published - 1999 |
| Event | 5th International Work-Conference on Artificial and Natural Neural Networks, IWANN 1999 - Alicante, Spain Duration: Jun 2 1999 → Jun 4 1999 |
Publication series
| Name | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
|---|---|
| Volume | 1607 |
| ISSN (Print) | 03029743 |
| ISSN (Electronic) | 16113349 |
Other
| Other | 5th International Work-Conference on Artificial and Natural Neural Networks, IWANN 1999 |
|---|---|
| Country | Spain |
| City | Alicante |
| Period | 6/2/99 → 6/4/99 |
Fingerprint
ASJC Scopus subject areas
- Computer Science(all)
- Theoretical Computer Science
Cite this
Adaptive brain interfaces. / del Millán, J. R.; Mouriño, J.; Heikkonen, J.; Kaskib, K.; Babiloni, F.; Marciani, M. G.; Topanid, F.; Canaled, I.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 1607 Springer Verlag, 1999. p. 219-227 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 1607).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
}
TY - GEN
T1 - Adaptive brain interfaces
AU - del Millán, J. R.
AU - Mouriño, J.
AU - Heikkonen, J.
AU - Kaskib, K.
AU - Babiloni, F.
AU - Marciani, M. G.
AU - Topanid, F.
AU - Canaled, I.
PY - 1999
Y1 - 1999
N2 - This paper presents first results of an Adaptive Brain Interface suitable for deployment outside controlled laboratory settings. It robustly recognizes three cognitive mental states from on-line spontaneous EEG signals and may have them associated to simple commands. Three commands allow interacting intelligently with a computer-based system through task decomposition. Our approach seeks to develop individual interfaces since not two people are the same either physiologically or psychologically. Thus the interface adapts to its owner as its neural classifier learns user-specific filters.
AB - This paper presents first results of an Adaptive Brain Interface suitable for deployment outside controlled laboratory settings. It robustly recognizes three cognitive mental states from on-line spontaneous EEG signals and may have them associated to simple commands. Three commands allow interacting intelligently with a computer-based system through task decomposition. Our approach seeks to develop individual interfaces since not two people are the same either physiologically or psychologically. Thus the interface adapts to its owner as its neural classifier learns user-specific filters.
UR - http://www.scopus.com/inward/record.url?scp=84958051635&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84958051635&partnerID=8YFLogxK
U2 - 10.1007/BFb0100488
DO - 10.1007/BFb0100488
M3 - Conference contribution
AN - SCOPUS:84958051635
SN - 3540660682
SN - 9783540660682
VL - 1607
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 219
EP - 227
BT - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
PB - Springer Verlag
ER -