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Volumn , Issue , 2006, Pages 167-171

Neural networks for online classification of hand and finger movements using surface EMG signals

Author keywords

EMG signals; Feature extraction; Hand and finger movements identification; Neural networks

Indexed keywords

ARTIFICIAL INTELLIGENCE; BIOMEDICAL ENGINEERING; CLASSIFICATION (OF INFORMATION); COMPUTATIONAL METHODS; FUNCTION EVALUATION; IMAGE CLASSIFICATION; MUSCLE; MYOELECTRICALLY CONTROLLED PROSTHETICS; PROSTHETICS; VEGETATION;

EID: 46749085201     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/NEUREL.2006.341203     Document Type: Conference Paper
Times cited : (98)

References (12)
  • 1
    • 0030272576 scopus 로고    scopus 로고
    • Real-time implementation of electromyogram pattern recognition as a control command of man-machine interface
    • PMID: 8892237 [PubMed -indexed for MEDLINE, Oct;
    • Chang G-C, Kang W-J, Luh J-J, Cheng C-K, Lai J-S, Chen J-JJ, Kuo T-S, "Real-time implementation of electromyogram pattern recognition as a control command of man-machine interface". Med Eng Phys. 1996 Oct;18(7):529-37. PMID: 8892237 [PubMed -indexed for MEDLINE].
    • (1996) Med Eng Phys , vol.18 , Issue.7 , pp. 529-537
    • Chang, G.-C.1    Kang, W.-J.2    Luh, J.-J.3    Cheng, C.-K.4    Lai, J.-S.5    Chen, J.-J.J.6    Kuo, T.-S.7
  • 2
    • 0024000563 scopus 로고
    • The electromyogram (EMG) as a control signal for functional neuromuscular, Stimulation, part I: Autoregressive modeling as a mean of EMG signature discrimination
    • Hefftner G, Jaros G, "The electromyogram (EMG) as a control signal for functional neuromuscular, Stimulation, part I: Autoregressive modeling as a mean of EMG signature discrimination". IEEE Trans Biomed Eng 1988, 35(6), pp. 228-35.
    • (1988) IEEE Trans Biomed Eng , vol.35 , Issue.6 , pp. 228-235
    • Hefftner, G.1    Jaros, G.2
  • 3
    • 0029542621 scopus 로고    scopus 로고
    • EMG feature evaluation for movement, control of upper extremity prostheses
    • Zardoshti-Kermani M, Wheeler BC, Badie K, Hashemi RM, "EMG feature evaluation for movement, control of upper extremity prostheses". IEEE Trans Rehabil Eng 1995;Vol.3, No.4, pp. 324-333.
    • (1995) IEEE Trans Rehabil Eng , vol.3 , Issue.4 , pp. 324-333
    • Zardoshti-Kermani, M.1    Wheeler, B.C.2    Badie, K.3    Hashemi, R.M.4
  • 5
    • 0035088706 scopus 로고    scopus 로고
    • A wevelet based continuous classification scheme for multifunction myoelectric control
    • March
    • K.Englehart, B. Hudgin, and P. A. Parker, "A wevelet based continuous classification scheme for multifunction myoelectric control", IEEE Transactions on Biomedical Engineering, vol. 48, no. 3, pp. 302-311, March 2001.
    • (2001) IEEE Transactions on Biomedical Engineering , vol.48 , Issue.3 , pp. 302-311
    • Englehart, K.1    Hudgin, B.2    Parker, P.A.3
  • 6
    • 0029542621 scopus 로고    scopus 로고
    • Z. K. Mahyar, W. C. Bruce, B. Kambiz, and M. II. Reza, EMG feature evaluation for movement control of Upper extremity prostheses, IEEE Transactions on Rehabilitation Engineering, Dec 1995.
    • Z. K. Mahyar, W. C. Bruce, B. Kambiz, and M. II. Reza, EMG feature evaluation for movement control of Upper extremity prostheses", IEEE Transactions on Rehabilitation Engineering, Dec 1995.
  • 10
    • 0025540140 scopus 로고
    • Improved versions of learning vector quantization
    • San Diego
    • T. Kohoenen. Improved versions of learning vector quantization. In International Joint conference on Neural Networks. Vol:1, p:545-550, San Diego. 1990.
    • (1990) International Joint conference on Neural Networks , vol.1 , pp. 545-550
    • Kohoenen, T.1
  • 11
    • 22944477719 scopus 로고    scopus 로고
    • Performance of surface EMG signals identification using intelligent computational methods
    • July
    • A.H. Zeghbib, F. Palis, G. Tsenov, N. Shoylev, V. Mladenov, "Performance of surface EMG signals identification using intelligent computational methods", WSEAS Transactions on Systems, Issue7, Volume 4, July 2005 p.1118-1125.
    • (2005) WSEAS Transactions on Systems , vol.4 , Issue.ISSUE7 , pp. 1118-1125
    • Zeghbib, A.H.1    Palis, F.2    Tsenov, G.3    Shoylev, N.4    Mladenov, V.5
  • 12
    • 46749114281 scopus 로고    scopus 로고
    • Fuzzy systems and Neural Networks methods to identify hand and finger movements using surface EMG signals
    • Athens, Greece, July
    • A.H. Zeghbib, F. Palis, G. Tsenov, N. Shoylev, V. Mladenov, "Fuzzy systems and Neural Networks methods to identify hand and finger movements using surface EMG signals", 9-th WSEAS CSCC Multiconference Vouliagami, Athens, Greece, July 2005
    • (2005) 9-th WSEAS CSCC Multiconference Vouliagami
    • Zeghbib, A.H.1    Palis, F.2    Tsenov, G.3    Shoylev, N.4    Mladenov, V.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.