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A parallel implementation of the self-organizing feature map using synchronous communication

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3 Author(s)
Hodges, R.E. ; Dept. of Electr. Eng., Auburn Univ., AL, USA ; Chwan-Hwa Wu ; Wang, C.-J.

Parallel algorithms for implementing the Kohonen self-organizing feature map (SOFM) are presented. The algorithms can maintain a high degree of load balancing and minimize the communication overhead. The algorithms were implemented on a linear chain and a two-dimensional mesh of transputers. Significant speedup was achieved. Models to describe the performance of the algorithms are presented. The performance of massively parallel processing systems is predicted from the models

Published in:

Circuits and Systems, 1990., IEEE International Symposium on

Date of Conference:

1-3 May 1990

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