摘要
A new competitive learning (CL) algorithm with k-winners-take-all activation is presented. The k winning neurons for updating are those best matching the input vector in the wavelet domain with subspace search. Simulation results show that the algorithm gives a better performance than that of the traditional CL algorithm while requiring much less computational time.
原文 | 英語 |
---|---|
頁(從 - 到) | 1240-1241 |
頁數 | 2 |
期刊 | Electronics Letters |
卷 | 34 |
發行號 | 12 |
DOIs | |
出版狀態 | 已發佈 - 1998 6月 11 |
對外發佈 | 是 |
ASJC Scopus subject areas
- 電氣與電子工程