On-line training and pruning for recursive least square algorithms

Electronics Letters

Volumn 32, Issue 23, 1996, Pages 2152-2153

  Leung, Chi Sing ^a   Wong, Kwok Wo ^b   Sum, Pui Fai ^a   Chan, Lai Wan ^a  

^a CHINESE UNIVERSITY OF HONG KONG   (Hong Kong)

^b CITY UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

Least squares approximations; Neural networks

Indexed keywords

COMPUTER SIMULATION; LEARNING ALGORITHMS; LEAST SQUARES APPROXIMATIONS; MATHEMATICAL MODELS; ONLINE SYSTEMS; RECURSIVE FUNCTIONS;

PRUNING METHOD; RECURSIVE LEAST SQUARE (RLS) BASED ALGORITHM;

NEURAL NETWORKS;

EID: 0030574155     PISSN: 00135194     EISSN: None     Source Type: Journal    
DOI: 10.1049/el:19961443     Document Type: Article

References (5)

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3. SINGHAL, S., and WU, L.: 'Training feed-forward networks with the extended Kalman algorithm'. Proc. IEEE Int. Conf. ASSP, Glasgow, 1989, pp. 1187-1190
4. SHAH, S., PALMIERI, F., and DATUM, M.: 'Optimal filtering algorithm for fast learning in feedforward neural networks', Neural Netw., 1992, 5, pp. 779-787
5. ANDERSON, B.D.O., and MOORE, J.: 'Optimal filtering' (Prentice Hall, 1979)