FPGA Implementation of Generalized Hebbian Algorithm for Texture Classification
This paper presents a novel hardware architecture for principal component analysis. The architecture is based on the Generalized Hebbian Algorithm (GHA) because of its simplicity and effectiveness. The architecture is separated into three portions: the weight vector updating unit, the principal comp...
Main Authors: | , , |
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Format: | Online |
Language: | English |
Published: |
Molecular Diversity Preservation International (MDPI)
2012
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Online Access: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3386739/ |