Recognition from EMG signals by an evolutional method and non-negative matrix factorization

Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)

Volumn 2773 PART 1, Issue , 2003, Pages 594-600

  Yazama, Yuuki ^a   Mitsukura, Yasue ^b   Fukumi, Minoru ^a   Akamatsu, Norio ^a  

^a UNIVERSITY OF TOKUSHIMA   (Japan)

^b OKAYAMA UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; ELECTRODES; MATRIX ALGEBRA; MUSCLE; NOISE ABATEMENT; SPURIOUS SIGNAL NOISE; ELECTROMYOGRAPHY; FACTORIZATION; KNOWLEDGE BASED SYSTEMS;

FACIAL EXPRESSIONS; MULTIPLE ELECTRODE SIGNALS; NOISE REJECTION; NON NEGATIVE MATRIX FACTORIZATION; EMG SIGNAL; EVOLUTIONAL METHOD; NONNEGATIVE MATRIX FACTORIZATION;

ELECTROMYOGRAPHY; BIOMEDICAL SIGNAL PROCESSING;

EID: 8344265287     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-3-540-45224-9_81     Document Type: Conference Paper

References (8)

1. D.Nishikawa, W Yu, H.Yokoi and Y.Kakazu. n-Line Learning Method for EMG Prosthetic Hand Controlling. IEICE, D-II Vol J82, No.9, pp.1510-1519, September 1999, in Japanese.
2. D.Nishikawa, H.Yokoi, and Y.Kakazu. Design of motion-recognizer using electoromyogram. In Robotics and Mechatronics Division, June 1998, in japanese.
3. D.Nishikawa, W Yu, H.Yokoi, and Y.Kakazu. On-Line Supervising Mechanism for Learning Data in Surface Electromyogram Motion Classifiers. In IEICE, D-II Vol J84, No.12, pp.2634-2643, December 2001.
4. Yuichiro KAWAMURA, Masako NOZAWA, Haruki IMAI, Yoshiyuki SANKAI. Stand-up Motion Control for Humanoid using Human's Motion Pattern and EMG. Academic lecture in the 19th Hobotics Society of Japan, 2001,in Japanese.
5. M.Vuskovic, and S.Du. Classification of Prehensile EMG Patterns With Simplified Fuzzy ARTMAP Networks. JIJCNN, Honolulu, Hawaii, May 2002.
6. D.Lee and H.Seung. Algorithms for non-negative matrix factorization. NIPS 2000, 2000.
7. D.Lee and H.Seung. Learing the parts of objects by non-negative matrix factorization. Nature, Vol.401, pp.788-791, 1999.
8. Shin'ichiro OMACHI, Hiroko YOKOYAMA, and Hirotomo ASO. Subject Arrangement in the Euclidean Space Using Algorithm. IEICE, D-II, Vol.J82-D-II No.12 pp.2195-2202, 1999, in japanese.