Adaptive brain interfaces

J. R. del Millán; J. Mouriño; J. Heikkonen; K. Kaskib; F. Babiloni; M. G. Marciani; F. Topanid; I. Canaled

doi:10.1007/BFb0100488

Adaptive brain interfaces

J. R. del Millán, J. Mouriño, J. Heikkonen, K. Kaskib, F. Babiloni, M. G. Marciani, F. Topanid, I. Canaled

Fondazione Santa Lucia

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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	https://doi.org/10.1007/BFb0100488
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

ASJC Scopus subject areas

Computer Science(all)
Theoretical Computer Science

Access to Document

10.1007/BFb0100488

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Cite this

del Millán, J. R., Mouriño, J., Heikkonen, J., Kaskib, K., Babiloni, F., Marciani, M. G., Topanid, F., & Canaled, I. (1999). Adaptive brain interfaces. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 1607, pp. 219-227). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 1607). Springer Verlag. https://doi.org/10.1007/BFb0100488

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

del Millán, JR, Mouriño, J, Heikkonen, J, Kaskib, K, Babiloni, F, Marciani, MG, Topanid, F & Canaled, I 1999, Adaptive brain interfaces. in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). vol. 1607, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 1607, Springer Verlag, pp. 219-227, 5th International Work-Conference on Artificial and Natural Neural Networks, IWANN 1999, Alicante, Spain, 6/2/99. https://doi.org/10.1007/BFb0100488

del Millán JR, Mouriño J, Heikkonen J, Kaskib K, Babiloni F, Marciani MG et al. Adaptive brain interfaces. In 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)). https://doi.org/10.1007/BFb0100488

del Millán, J. R. ; Mouriño, J. ; Heikkonen, J. ; Kaskib, K. ; Babiloni, F. ; Marciani, M. G. ; Topanid, F. ; Canaled, I. / Adaptive brain interfaces. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 1607 Springer Verlag, 1999. pp. 219-227 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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