Attractor-based trust-region algorithm for efficient training of multilayer perceptrons

Electronics Letters

Volumn 39, Issue 9, 2003, Pages 727-728

  Lee, Jaewook ^a  

^a Pohang University of Science and Technology (POSTECH)   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; AUTOMATION; BACKPROPAGATION; BENCHMARKING;

MULTILAYER PERCEPTRONS;

NEURAL NETWORKS;

EID: 0038734434     PISSN: 00135194     EISSN: None     Source Type: Journal    
DOI: 10.1049/el:20030498     Document Type: Article

References (5)

1. BARKEN, J., PROTOPOPESCU, V., and REISTER, D.: TRUST: A deterministic algorithm for global optimization', Science, 1997, 276, pp. 1094-1097
2. FLETCHER, P.: 'Practical methods of optimization' (Wiley, New York, 1987)
3. HAYKIN, S.: 'Neural networks: a comprehensive foundation' (Prentice-Hall, New York, 1999)
4. LEE, J., and CHIANG, H.D.: Theory of stability regions of a class of non-hyperbolic dynamical systems and its applications to constraint satisfaction problems', IEEE Trans. Circuits Syst. I, 2002, 49, (2), pp. 196-209
5. ROYCHOWDHURY, P., SINGH, Y.P., and CHASARKAR, R.A.: 'Dynamic tunneling, technique for efficient training of multilayer perceptions', IEEE Trans. Neural Netw., 1999, 10, (1), pp. 48-55