Convergence of a hebbian-type learning algorithm

IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing

Volumn 45, Issue 12, 1998, Pages 1599-1601

  Zhang, Qingfu ^a,b   Leung, Yiu Wing ^a,c  

^a Changsha Institute of Technology   (China)

^b FRAUNHOFER INSTITUTE FOR APPLIED INFORMATION TECHNOLOGY FIT   (Germany)

^c HONG KONG BAPTIST UNIVERSITY   (Hong Kong)

Author keywords

[No Author keywords available]

Indexed keywords

CONVERGENCE OF NUMERICAL METHODS; DIFFERENTIAL EQUATIONS; MATHEMATICAL MODELS; SIGNAL PROCESSING; TIME DOMAIN ANALYSIS;

LEARNING ALGORITHMS;

EID: 0032280813     PISSN: 10577130     EISSN: None     Source Type: Journal    
DOI: 10.1109/82.746680     Document Type: Article

References (3)

1. K. Gao, M.O. Ahmad, and M.N. S. Swamy, "A constrained antiHebbian learning algorithm for total least-square estimation with application to adaptive FIR and IIR filtering," IEEE Trans. Circuits Syst. II, vol. 41, pp. 718-729, Nov. 1994.
2. L. Ljung, "Analysis of recursive stochastic algorithms," IEEE Trans. Automat. Contr., vol. AC-22, no. 4, pp. 551-575, 1977.
3. F. Verhulst, Nonlinear Differential Equations and Dynamic Systems. Berlin, Germany: Springer-Verlag, 1985.