On-line neural network learning algorithm with exponential convergence rate

Electronics Letters

Volumn 32, Issue 15, 1996, Pages 1381-1382

  Zhao, Y ^a  

^a ZHEJIANG UNIVERSITY   (China)

Author keywords

Feedforward neural nets; Learning systems; Neural networks

Indexed keywords

BACKPROPAGATION; COMPUTER SIMULATION; CONVERGENCE OF NUMERICAL METHODS; ERRORS; FEEDFORWARD NEURAL NETWORKS; FUNCTIONS; LEARNING SYSTEMS; MATHEMATICAL MODELS; NUMERICAL ANALYSIS; ONLINE SYSTEMS;

COST FUNCTION; MINIMUM TRACKING; SQUARE OUTPUT ERROR; TIME DEPENDENT FUNCTION;

LEARNING ALGORITHMS;

EID: 0030192426     PISSN: 00135194     EISSN: None     Source Type: Journal    
DOI: 10.1049/el:19960895     Document Type: Article

References (3)

1. RUMELHART, D.E., and McLELLAND, A.L.: 'Parallel distributed processing: Exploration in the microstructure of cognition' (Mit Press, Cambridge, MA, 1986 & 1987)
2. VOGL, T.P., MANGIS, J.K., RIGLER, A.K., ZINK, W.K., and ALKON, D.L.: 'Accelerating the convergence of the back-propagation method', Biol. Cybern., 1988, 59, pp. 257-263
3. KOAN, , and HORNIK, : 'Convergence of learning algorithms', IEEE Trans. Neural Netw., 1991, NN-2, (5)