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