Locating information maximization time in EEG signals recorded during mental tasks

ISPA 2007 - Proceedings of the 5th International Symposium on Image and Signal Processing and Analysis

Volumn , Issue , 2007, Pages 238-241

  Abdollahi, F ^a   Setarehdan, S K ^a   Nasrabadi, A M ^b  

^a UNIVERSITY OF TEHRAN   (Iran)

^b SHAHED UNIVERSITY   (Iran)

Author keywords

Brain Computer interface (BCI); Electroencephalogram (EEG); Mental tasks; Wavelet entropy

Indexed keywords

ELECTROENCEPHALOGRAPHY; ENTROPY; ONLINE SYSTEMS; OPTICAL SENSORS; OPTIMIZATION; SIGNAL PROCESSING;

COMPUTER INTERFACING; EEG SIGNALS; ELECTROENCEPHALOGRAM (EEG); HIGH SPEEDS; INFORMATION CONTENTS; INFORMATION MAXIMIZATIONS; LOCATING INFORMATIONS; MENTAL TASKS; ONLINE PROCESSING; PROCESSING TIMES; WAVELET ENTROPY;

INTERFACES (COMPUTER);

EID: 47949132522     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISPA.2007.4383697     Document Type: Conference Paper

References (7)

1. J.R. Wolpaw, N. Birbaumer, W. J. Heetderks, D. J. McFarland, P.H. Peckham, G. Schalk, E. Donchin, L. A. Quatrano, C. J. Robinson, T. M. Vaughan, "Brain-Computer interface technology, a review of the first international meeting", IEEE transactions on Rehabilitation Engineering, Vol. 8, No. 2, Pp. 164-173, June 2000
2. J. Yordanova, V. Kolev, O.A. Rosso, M. Schurmann, O.W. Sakowitz, M. Ozgoren, E. Basar, "Wavelet entropy analysis of event-related potentials indicates modality- independent theta dominance", Journal of Neuroscience Methods, Vol. 117, Pp. 99-109, 2002
3. Anderson data set: http://www.cs.colostate.edu/eeg/?Summary#Data
4. O. A. Rosso, S. Blanco, J. Yordanova, V. Kolev, A. Figliola, M. Schurmann, E. Basar, "Wavelet entropy: a new tool for analysis of short duration brain electrical signals", Journal of Neuroscience Methods, Vol. 105, Pp. 65-75, 2001
5. R. Q. Quirog, O. A. Rosso, E. Basar, M. Schurmann, "Wavelet entropy in event-related potentials: A new method shows ordering of EEG oscillations", Biological Cybernetics, Vol. 84, Pp. 291-299, 2001
6. F. Abdollahi, A.M. Nasrabadi, "Combination of Frequency Bands in EEG for Feature Reduction in Mental Task Classification", Proceedings of the 28th IEEE EMBS Annual International Conference, New York City, USA, Aug 30-Sept 3, 2006
7. A. Akrami, S. Solhjoo, A. M. Nasrabadi, M. R. H. Golpayegani, "EEG-based mental task classification: linear and nonlinear classification of movement imagery", Proceedings of the 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference Shanghai, China, September 1-4, 2005