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Modified self-organizing feature map algorithms for efficient digital hardware implementation.

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Bibliographic Details
Title:	Modified self-organizing feature map algorithms for efficient digital hardware implementation.
Authors:	Ienne, Paolo, Thiran, Patrick
Source:	IEEE Transactions on Neural Networks. Mar97, Vol. 8 Issue 2, p315. 16p. 3 Black and White Photographs, 2 Diagrams, 5 Charts, 6 Graphs.
Subjects:	MAP (Computer program language), Algorithms
Abstract:	Describes two variants of the Kohonen's self-organizing feature map (SOFM) algorithm. Three versions of the Kohonen network; Theoretical analysis of the three algorithms; Simulation of quantization of a speech database; Implementation on the MANTRA I machine; Mapping the algorithm on MANTRA I; Conclusion of the study.
Database:	Engineering Source

Description
Abstract:	Describes two variants of the Kohonen's self-organizing feature map (SOFM) algorithm. Three versions of the Kohonen network; Theoretical analysis of the three algorithms; Simulation of quantization of a speech database; Implementation on the MANTRA I machine; Mapping the algorithm on MANTRA I; Conclusion of the study.
ISSN:	10459227
DOI:	10.1109/72.557669