Fuzzy radial basis function network: A parallel design

Neural Computing and Applications

Volumn 13, Issue 3, 2004, Pages 261-267

  Mitra, Sushmita ^a  

^a INDIAN STATISTICAL INSTITUTE   (India)

Author keywords

Fuzzy clustering; Parallel neural architecture; Performance evaluation; Radial basis function network; Soft computing

Indexed keywords

ALGORITHMS; COMPUTER ARCHITECTURE; COMPUTER HARDWARE; FUZZY SETS; PERFORMANCE;

FUZZY CLUSTERING; PARALLEL NEURAL ARCHITECTURE; PERFORMANCE EVALUATION; SOFT COMPUTING;

RADIAL BASIS FUNCTION NETWORKS;

EID: 6344291791     PISSN: 09410643     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00521-004-0431-2     Document Type: Article

References (10)

1. Bezdek JC (1981) Pattern recognition with fuzzy objective function algorithms. Plenum Press, New York
2. Hwang K, Briggs F (1986) Computer architecture and parallel processing. McGraw-Hill, New York
3. Jones SR, Sammut KM, Hunter J (1994) Learning in linear systolic neural network engines: analysis and implementation. IEEE Trans Neural Netw 5:584-593
4. Lopez PI (1996) Programmable VLSI systolic processors for neural network and matrix computations. PhD thesis, Ecole Polytechnique Federale de Lausanne, Switzerland
5. Mitra S, Basak J (2001) FRBF: a fuzzy radial basis function network. Neural Comput Appl 10:244-252
6. Moody J, Darken CJ (1989) Fast learning in networks of locally-tuned processing units. Neural Comput 1:281-294
7. Naylor D, Jones S, Myers D (1995) Backpropagation in linear arrays - a performance analysis and optimization. IEEE Trans Neural Netw 6:583-595
8. Pal SK, Mitra S (1999) Neuro-fuzzy pattern recognition: methods in soft computing. Wiley, New York
9. Zadeh LA (1994) Fuzzy logic neural networks and soft computing. Commun ACM 37:77-84
10. Zhang D, Pal SK (2000) A fuzzy clustering neural networks (FCNs) system design methodology. IEEE Trans Neural Netw 11:1174-1177