Accelerated learning in multi-layer neural networks

ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings

Volumn 3, Issue , 1999, Pages 1167-1171

  Negnevitsky, M ^a   Ringrose, M ^a  

^a UNIVERSITY OF TASMANIA   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

BACKPROPAGATION ALGORITHMS; FUZZY CONTROL; HYPERBOLIC FUNCTIONS; NETWORK LAYERS;

ACTIVATION FUNCTIONS; ADAPTIVE LEARNING RATES; ERROR BACKPROPAGATION ALGORITHMS; FEED-FORWARD NETWORK; HYPERBOLIC TANGENT; LEARNING PARAMETERS; TRAINING METHODS;

BACKPROPAGATION;

EID: 84904420339     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICONIP.1999.844701     Document Type: Conference Paper

References (6)

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2. Rumelhart, D.E., G.E. Hinton, and R.J. Williams, 1986. "Learning representations by back-propagating errors." Nature (London), 323, 533-536.
3. Watrous, R.L., 1987. "Learning algorithms for connectionist networks: Applied gradient methods of nonlinear optimisation." I" IEEE Conference on Neural Networks, Vol. 2, pp. 619-627, San Diego, CA.
4. Jacobs, R.A., 1988. "Increased rates of convergence through learning rate adaptation." Neural Networks I , 295-307.
5. Haykin, S., 1994. Neural Networks. Englewood Cliffs, NJ: Macmillan.
6. Choi, J.J., P. Arabshahi, R.J. Marks, 11, and T.P. Caudell, 1992. "Fuzzy parameter adaptation in neural systems." International Joint Conference on Neural Networks, Vol. 1, pp. 232-238, Baltimore, MD.