Implementation of the self-organizing feature map on parallel computers

Computers and Artificial Intelligence

Volumn 15, Issue 1, 1996, Pages 63-80

  Demian, V ^a   Mignot, J C ^a  

^a UNIVERSITÉ DE LYON   (France)

Author keywords

MIMD computers; Neural networks; Parallel processing; Self Organizing Feature Map; SIMD computers

Indexed keywords

EID: 33750100027     PISSN: 02320274     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (8)

1. DUNIGAN, T. H.: Performance of the INTEL iPSC/860 Hypercube. Technical report, Engineering Physics and Mathematics Division, Oak Ridge National Laboratory, Tennessee 37831, June 1990.
2. KOHONEN, T.: Self-Organized formation of topologically correct feature maps. Biol. Cybern. Vol. 43, 1982, pp. 59-69.
3. KOHONEN, T.: Self-Organization and Associative Memory. Springer-Verlag, Berlin 1984.
4. KOHONEN, T.: The self-organizing map. In: Proc. IEEE, Vol. 78, No. 9, 1990.
5. MasPar Parallel Application language, Ref. Manual, MasPar Computer Corp., Sunnyvale, California 1991.
6. MOVER, S. A.: Performance of the iPSC/860 Node Architecture. Technical Report, Institute for Parallel Comp., School of Eng. and Applied Sc., Univ. of California, May 1991.
7. ULTSCH, A.-SIEMON, H. P.: Exploratory data analysis : Using Kohonen networks on transputers. Dpt. Comp. Sc. , University of Dortmund 1989.
8. WU, CHWAN-HWA-HODGES, R.-WANG, CHIA-JIU: Parallelizing the Self-Organizing Feature Map on multiprocessor systems. In: Parallel Computing Vol. 17, 1991, pp. 821-832.