EEG eye blink classification using neural network

WCE 2010 - World Congress on Engineering 2010

Volumn 1, Issue , 2010, Pages 63-66

  Chambayil, Brijil ^a   Singla, Rajesh ^a   Jha, R ^a  

^a DR B R AMBEDKAR NATIONAL INSTITUTE OF TECHNOLOGY   (India)

Author keywords

EEG; Eye blink; Kurtosis; Neural network

Indexed keywords

AMPLITUDE ANALYSIS; ARTIFICIAL NEURAL NETWORK; EEG SIGNALS; ELECTRIC POWER; ELECTRICAL ACTIVITIES; EYE BLINK; FREQUENCY RANGES; KURTOSIS; NON-INVASIVE; TECHNICAL ARTIFACTS;

BRAIN; ELECTROENCEPHALOGRAPHY; ELECTROPHYSIOLOGY; SIGNAL DETECTION;

NEURAL NETWORKS;

EID: 79953832449     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. Saeid Sanei and J. A. Chambers, "EEG Signal Processing", First Edition, ch. 1, p1-p18, John Wiley and Sons Ltd., 2007.
2. S. Rajasekaran. G. A. Vijayalakshmi Pai, "Neural Networks, Fuzzy Logic and Genetic Algorithms: Synthesis and Applications", First Edition, ch. 1 - ch. 2, p1-p33, PHI Learning Private Ltd., 2008.
3. Rajesh Singla, Balraj Gupta, "Brain Initiated Interaction", Journal of Biomedical Science and Engineering, p170-p172, 2008.
4. Sovierzoski M.A., Argoud F.I.M., de Azevedo F.M., "Identifying eye blinks in EEG signal analysis", Proceedings of the 5th International Conference on Information Technology and Application in Biomedicine, p406-p409, May 2008, China.
5. D. G. Manolakis, V. K. Ingle, S. M. Kogon, "Statistical and Adaptive Signal Processing: Spectral Estimation, Signal Modeling, Adaptive Filtering and Array Processing", Artech House Publishers, 2005. ch. 3, pp. 75-82.
6. S. Haykin, "Neural Networks: A Comprehensive Foundation", 1998, Prentice Hall.