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...

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Detalles Bibliográficos
Autores principales: Lin, Shiow-Jyu, Hwang, Wen-Jyi, Lee, Wei-Hao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Molecular Diversity Preservation International (MDPI) 2012
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3386739/
https://www.ncbi.nlm.nih.gov/pubmed/22778640
http://dx.doi.org/10.3390/s120506244

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3386739/
https://www.ncbi.nlm.nih.gov/pubmed/22778640
http://dx.doi.org/10.3390/s120506244

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