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Volumn 56, Issue 10, 2013, Pages 1-7

An efficient GP approach to recognizing cognitive tasks from fNIRS neural signals

Author keywords

classification; cognitive task; fNIRS; genetic programming; multi tree representation

Indexed keywords

COGNITIVE TASK; DESTRUCTIVE PROCESS; FNIRS; MULTI-CLASS PROBLEMS; MULTI-TREE REPRESENTATION; NEURAL SIGNALS; NONSTATIONARY; SUB TREES;

EID: 84884993743     PISSN: 1674733X     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11432-013-5001-8     Document Type: Article
Times cited : (10)

References (7)
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    • Bunce, S.C.1    Izzetoglu, M.2    Izzetoglu, K.3
  • 4
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    • Functional near infrared spectroscope for cognition brain tasks by wavelets analysis and neural networks
    • Khoa T Q D, Nakagawa M. Functional near infrared spectroscope for cognition brain tasks by wavelets analysis and neural networks. Int J Bio Life Sci, 2008, 4: 28-33.
    • (2008) Int J Bio Life Sci , vol.4 , pp. 28-33
    • Khoa, T.Q.D.1    Nakagawa, M.2
  • 5
    • 33846639587 scopus 로고    scopus 로고
    • Temporal classification of multichannel near-infrared spectroscopy signals of motor imagery for developing a brain-computer interface
    • Sitaram R, Zhang H, Guan C, et al. Temporal classification of multichannel near-infrared spectroscopy signals of motor imagery for developing a brain-computer interface. Neuroimage, 2007, 32: 1416-1427.
    • (2007) Neuroimage , vol.32 , pp. 1416-1427
    • Sitaram, R.1    Zhang, H.2    Guan, C.3
  • 6
    • 84869502428 scopus 로고    scopus 로고
    • Classification of frontal cortex haemodynamic responses during cognitive tasks using wavelet transforms and machine learning algorithm
    • Abibullaev B, An J. Classification of frontal cortex haemodynamic responses during cognitive tasks using wavelet transforms and machine learning algorithm. Med Eng Phys, 2012, 34: 1394-1410.
    • (2012) Med Eng Phys , vol.34 , pp. 1394-1410
    • Abibullaev, B.1    An, J.2
  • 7
    • 2442612917 scopus 로고    scopus 로고
    • A novel approach to design classifiers using genetic programming
    • Muni D P, Pal N R, Das J. A novel approach to design classifiers using genetic programming. IEEE Trans Evol Comput, 2004, 8: 183-196.
    • (2004) IEEE Trans Evol Comput , vol.8 , pp. 183-196
    • Muni, D.P.1    Pal, N.R.2    Das, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.