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Efficient k-Winner-Take-All Competitive Learning Hardware Architecture for On-Chip Learning

A novel k-winners-take-all (k-WTA) competitive learning (CL) hardware architecture is presented for on-chip learning in this paper. The architecture is based on an efficient pipeline allowing k-WTA competition processes associated with different training vectors to be performed concurrently. The pip...

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Detalles Bibliográficos
Autores principales: Ou, Chien-Min, Li, Hui-Ya, Hwang, Wen-Jyi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Molecular Diversity Preservation International (MDPI) 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3478803/
http://dx.doi.org/10.3390/s120911661