Reduced Power SOM/LVQ Arrays through distance thresholding

David Cyril Hendry, R. Cambio

Research output: Contribution to journalArticle

1 Citation (Scopus)

Abstract

The distance thresholding method is introduced as a means of reducing, power dissipation for self-organising map (SOM)/learning vector quantisation (LVQ) calculations using a single instruction multiple data (SIMD) array. The method requires little additional hardware support. For three standard SOM/LVQ benchmarks power reductions are approximately 45%.

Original languageEnglish
Pages (from-to)1524-1525
Number of pages1
JournalElectronics Letters
Volume39
Issue number21
DOIs
Publication statusPublished - Oct 2003

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