Determining numberof neurons in hidden layers for binary error correcting codes

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 1709, Issue , 1992, Pages 1015-1022

  Hussain, M ^a   Bedi, J S ^a   Singh, H ^a  

^a WAYNE STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

NEURONS;

ERROR CORRECTING CODE; GENERALIZATION PROPERTIES; HIDDEN LAYERS; LINEARLY SEPARABLE; RUNNING SIMULATIONS; SYSTEMATIC CODE; TRAINING PATTERNS; TRAINING TIME;

MULTILAYER NEURAL NETWORKS;

EID: 77954053347     PISSN: 0277786X     EISSN: 1996756X     Source Type: Conference Proceeding    
DOI: 10.1117/12.139978     Document Type: Conference Paper

References (6)

1. M. Hussain, "Parallel processing and neural network approaches for diagnostics and error correction in communication systems", Ph. D. dissertation, Department of and Computer Engineering, Wayne State University, Detroit, MT. 48202, 1991.
2. B. Skiar, "Digital Communication: Fundamentals and Applications", Prentice Hall, 1988.
3. G. Mirchandani, "On hidden nodes for neural nets", IEEE Trans. On Circuits and Systems, Vol. 36, No. 5, pp. 661-664, May 1989.
4. A. K. Sraje and N. N. Biswas, "Testing threshold functions using implied minterm structure", mt. J. Systems Sci., Vol. 14, No. 5, 497-512, 1983.
5. M. Hussain and J. S. Beth, "Decoding scheme for constant weight codes for optical and spread spectrum applications", Electronics Letters, Vol. 27, No. 10, pp.839-842, May 1991.
6. N. N. Biswas and R. Kumar, "A new algorithm for learning representations in Boolean neural networks", Current Science, Vol. 59, No.12, June 1990.