Choosing optimal mental tasks for classification in brain computer interfaces

Proceedings of the IASTED International Conference. Applied Informatics

Volumn , Issue , 2004, Pages 396-399

  Tavakolian, Kouhyar ^a   Rezaei, Siamak ^a   Setarehdan, S K ^b  

^a UNIVERSITY OF NORTHERN BRITISH COLUMBIA   (Canada)

^b UNIVERSITY OF TEHRAN   (Iran)

Author keywords

Brain Computer Interface; Electroencephalographic Signal; Leave One Out Method; Mental Tasks

Indexed keywords

DIGITAL COMPUTERS; ELECTROENCEPHALOGRAPHY; NEURAL NETWORKS; PROBLEM SOLVING; SIGNAL PROCESSING; TOPOLOGY;

BRAIN COMUTER INTERFACES; ELECTROENCEPHALOGRAPHIC (EEC) SIGNALS; LEAVE-ONE-OUT-METHOD (LOOM); MENTAL TASKS;

INTERFACES (COMPUTER);

EID: 11144335941     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. Zachary A.Keirn Jorge I. Aunon, 'A new mode of Communication between Man and His surroundings' IEEE Trans. On BME, Vol. 37, No. 12, December 1990.
2. C. W. Anderson, E. A. Stolz, S. Shamsunder "Multivariate Autoregressive Models for Classification of Spontaneous Electroencephalographic Signals During Mental Tasks", IEEE Trans. On BME, Vol. 45, No. 3, March 1998.
3. Janne Lehtonen 'EEG-based Brain Computer Interfaces' Master's thesis. Helsinki University of Technology, May 2002.
4. Kouhyar Tavakolian and M.Nasrabadi, 'Comparison between Linear and Nonlinear EEG Signal Processing during Different Mental Activities', SCI2003, July 27-30, 2003 Orlando, Florida, USA
5. Kouhyar Tavakolian, A.M.NasrAbadi, S.K Setarehdan, M.A Khalilzadeh, R. Miri, M.Falaknaz, 'EFFECTS OF DIFFERENT FEATURE VECTORS AND NEURAL NETWORK TOPOLOGY ON EEG MENTAL TASKS CLASSIFICATION', Proceedings of the International IASTED Conference, Biomedical Engineering, pages 39-43., Salzburg, Austria, 25-27 June 2003
6. Jan Larsen and Cyril Goutte, 'On Optimal Data Split for Generalization Estimation and Model Selection', Department of athematical Modelling, Technical University of Denmark. Submitted for IEEE Neural Networks for Signal Processing, 1999.