Optimization for Training Neural Nets

IEEE Transactions on Neural Networks

Volumn 3, Issue 2, 1992, Pages 232-240

  Barnard, Etienne ^a  

^a UNIVERSITY OF PRETORIA   (South Africa)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER PROGRAMMING - ALGORITHMS; OPTIMIZATION; PATTERN RECOGNITION; PROBABILITY - RANDOM PROCESSES;

CONJUGATE GRADIENT METHOD; LEARNING ALGORITHMS; NEURAL NET CLASSIFIERS; STEEPEST DESCENT METHOD; TRAINING ALGORITHMS; VARIABLE METRIC METHOD;

NEURAL NETWORKS;

EID: 0026835298     PISSN: 10459227     EISSN: 19410093     Source Type: Journal    
DOI: 10.1109/72.125864     Document Type: Article

References (6)

1. R. O. Duda and P. E. Hart. Pattern classification and scene analysis. New York: Wiley, 1973.
2. R. P. Gorman and T. J. Sejnowski, “Analysis of hidden units in a layered network trained to classify sonar signals,” Neural Networks, vol. 1, no. 1, pp. 75–90, 1988.
3. A. Waibel, T. Hanazawa, G. Hinton, K. Shikano, and K.J. Lang,” Phoneme recognition using time-delay neural networks,” IEEE Trans. Acoust., Speech, Signal Process., vol. 37, pp. 328–339, Mar. 1989.
4. E. Barnard and D. Casasent, “A comparison between criterion functions for linear classifiers, with an application to neural nets,” IEEE Trans. Syst., Man, Cybern., vol. 19, pp. 1030–1041, Sept./Oct. 1989.
5. D.J. Burr, “Experiments on neural net recognition of spoken and written text,” IEEE Trans. Acoust., Speech, Signal Process., vol. 36, pp. 1162–1168, July 1988.
6. D. E. Rumelhart, G. E. Hinton, and R. J. Williams. Parallel Distributed Processing, Cambridge MA: MIT Press, 1986, vol. I, ch. 8, pp. 318–362.