Counter-propagation network with variable degree variable step size LMS for single switch typing recognition

Bio-Medical Materials and Engineering

Volumn 14, Issue 1, 2004, Pages 23-32

  Yang, Cheng Huei ^a   Luo, Ching Hsing ^b   Yang, Cheng Hong ^a   Chuang, Li Yeh ^c  

^a NATIONAL KAOHSIUNG UNIVERSITY OF APPLIED SCIENCES   (Taiwan)

^b NATIONAL CHENG KUNG UNIVERSITY   (Taiwan)

^c I SHOU UNIVERSITY   (Taiwan)

Author keywords

Adaptive signal processing; Counter propagation network; Least mean square algorithm; Morse code

Indexed keywords

ADAPTIVE SYSTEMS; ALGORITHMS; MUSCLE; STATISTICAL METHODS;

COUNTER-PROPAGATION NETWORKS;

BIOMEDICAL ENGINEERING;

ADOLESCENT; ADULT; ALGORITHM; ANALYTIC METHOD; ARTICLE; ARTIFICIAL NEURAL NETWORK; CASE REPORT; CODING; CONTROLLED STUDY; FEMALE; HUMAN; INTERMETHOD COMPARISON; MALE; MORSE CODE; PRIORITY JOURNAL; RECOGNITION; SIGNAL PROCESSING; SPACE; STATISTICAL ANALYSIS;

ADULT; ALGORITHMS; ARTIFICIAL INTELLIGENCE; CEREBRAL PALSY; COMMUNICATION AIDS FOR DISABLED; FEMALE; HUMANS; MALE; NEURAL NETWORKS (COMPUTER); PATTERN RECOGNITION, AUTOMATED; SIGNAL PROCESSING, COMPUTER-ASSISTED; USER-COMPUTER INTERFACE; WORD PROCESSING;

EID: 0842312242     PISSN: 09592989     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (22)

1. R. Bower et al., eds, The Trace Resourcebook-Assistive Technology for Communication, Control, and Computer Access, Trace Research & Development Center, University of Wisconsin-Madison, Waisman Center, 1998.
2. D.K. Anson, Alternative Computer Access: A Guide to Selection, F.A. Davis, Philadelphia, 1997.
3. S.P. Levine, J.R.D. Gauger, L.D. Bwera and K.J. Khan, A comparison of mouth stick and Morse code text inputs, Augmentative and Alternative Communication 2(51) (1996), 45-51.
4. L.N. Goble and H.A. Colle, High-speed Morse code training, in: Proceedings of the IEEE 1985 National Aerospace and Electronics Conference, NAECON, 1985, pp. 944-951.
5. R. Trace and D. Center, Two Switch Auto-Repeat Morse Code, Waisman Center, University of Wisconsin-Madison, 1984.
6. D.A. Shannon, W.S. Satewen, J. Miller and B.S. Cohen, Morse-code controlled computer aid for the non-vocal quadriplegic, Medical Instrumentation 15 (1981), 341-343.
7. A. Thomas, Communication devices for the non-vocal disabled, Computer 14 (1981), 25-30.
8. C.-H. Yang, L.-Y. Chuang, S.-L. Lin and C.-H. Luo, Single switch assistive communication training simulation system, in: Proc. 1998 Annual Conference of BMES-ROC, Taipei, 1998, pp. 264-265.
9. T.W. King, Modern Morse Code in Rehabilitation and Education, Allyn and Bacon, MA, 1999.
10. R. Trace and D. Center, Two Switch Autorepeat Morse Code, Waisman Center, University of Wisconsin-Madison, 1984.
11. B. O'Neal, Technological solution for individuals with disabilities, Media Methods 29 (1992), 34-35.
12. C.M. Bishop, Neural Networks for Pattern Recognition, Clarendon Press, Oxford, 1996.
13. S.S. Haykin, Neural Networks: A Comprehensive Foundation, Prentice Hall, Englewood Cliffs, NJ, 1999.
14. B.D. Ripley and N.L. Hjort, Pattern Recognition and Neural Networks, Cambridge University Press, UK, 1999.
15. K. Mirfakhraei and K. Horch, Classification of action potentials in multi-unit Intrafascicular recordings using neural network pattern-recognition techniques, IEEE Transactions on Biomedical Engineering 41(1) (1994), 89-91.
16. N. Srinivasa and M. Jouaneh, A Neural Network model for invariant pattern recognition, IEEE Transactions on Signal Processing 40(6) (1992), 1595-1599.
17. F. Limin, Neural Network in Computer Intelligence, McGraw-Hill, New York, 1994.
18. C.-H. Luo and C.-H. Shih, Adaptive Morse-coded single-switch communication system for the disabled, Int. J. Biomed. Comput. 41 (1996), 99-106.
19. C.-H. Shih and C.-H. Luo, A Morse-coded recognition system with LMS and matching algorithms for persons with disabilities, Int. J. Medical Informatics 44 (1997), 193-202.
20. M.A. Khasawneh and K.A. Mayyas, A newly derived variable degree variable step size LMS algorithm, Int. J. Electronics 79(3) (1995) 255-264.
21. B. Widrow and S.D. Stearns, Adaptive Signal Processing, Prentice Hall, Englewood Cliffs, NJ, 1985.
22. W.J. Conver, Practical Nonparametric Statistics, 2nd edn, Wiley & Sons Inc., New York, 1986.