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Volumn , Issue , 2005, Pages 257-260

Classification of chaotic signals using HMM classifiers: EEG-based mental task classification

Author keywords

Chaos; EEG based mental task classification; Hidden markov models (HMM)

Indexed keywords

BRAIN SIGNALS; CHAOTIC SIGNAL; HUMAN BRAIN FUNCTIONS; MENTAL TASK CLASSIFICATION; STATISTICAL PROCESSING;

EID: 84863668641     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (24)

References (21)
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    • J.R. Wolpaw et al. Brain-Computer Interface Technology: A Review of the First International Meeting. IEEE Trans. on Neural Systems and Rehabilitation 2000; 8:164-173.
    • (2000) IEEE Trans. on Neural Systems and Rehabilitation , vol.8 , pp. 164-173
    • Wolpaw, J.R.1
  • 5
    • 0036565003 scopus 로고    scopus 로고
    • A local neural classifier for the recognition of EEG patterns associated to mental tasks.
    • J.R. Millan et al. A Local Neural Classifier for the Recognition of EEG Patterns Associated to Mental Tasks. IEEE Trans. on Neural Networks 2002; 13:678-686.
    • (2002) IEEE Trans. on Neural Networks , vol.13 , pp. 678-686
    • Millan, J.R.1
  • 8
    • 2642576046 scopus 로고    scopus 로고
    • Effects of different feature vectors and neural network topology on EEG mental tasks classification
    • K. Tavakolian et al. Effects of Different Feature Vectors and Neural Network Topology on EEG Mental Tasks Classification, IASTED International Conf. in Biomedical Eng. 2003; 39-43.
    • (2003) IASTED International Conf. in Biomedical Eng. , pp. 39-43
    • Tavakolian, K.1
  • 10
    • 84863673233 scopus 로고
    • Motor imagery and direct brain-computer communication
    • G. Pfurtscheller, C. Neuper. Motor Imagery and Direct Brain-Computer Communication. Proceedings of the IEEE 1989; 77:2:257-286.
    • (1989) Proceedings of the IEEE , vol.77 , Issue.2 , pp. 257-286
    • Pfurtscheller, G.1    Neuper, C.2
  • 11
    • 0034868606 scopus 로고    scopus 로고
    • Hidden markov models for online classification of single trial EEG data
    • B. Obermaier, C. Guger, C. Neuper, G. Pfurtscheller. Hidden Markov Models for Online Classification of Single Trial EEG Data. Pattern Recognition Letters 2001; 22:12:1299-1309.
    • (2001) Pattern Recognition Letters , vol.22 , Issue.12 , pp. 1299-1309
    • Obermaier, B.1    Guger, C.2    Neuper, C.3    Pfurtscheller, G.4
  • 16
    • 0034809196 scopus 로고    scopus 로고
    • Chaos in the brain: A short review alluding to epilepsy, depression, exercise and lateralization
    • S.N. Sarbadhikari, K. Chakrabarty. Chaos in the brain: a short review alluding to epilepsy, depression, exercise and lateralization. Medical Engineering & Physics 2001. 23:445-455.
    • (2001) Medical Engineering & Physics , vol.23 , pp. 445-455
    • Sarbadhikari, S.N.1    Chakrabarty, K.2
  • 17
    • 0345602879 scopus 로고    scopus 로고
    • Is there chaos in the brain? II. Experimental evidence and related models
    • H. Korn, P. Faure. Is there chaos in the brain? II. Experimental evidence and related models. C. R. Biologies 2003; 326:787-840.
    • (2003) C. R. Biologies , vol.326 , pp. 787-840
    • Korn, H.1    Faure, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.