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A Novel Hardware Systolic Architecture of a Self-Organizing Map Neural Network

In this article, we propose to design a new modular architecture for a self-organizing map (SOM) neural network. The proposed approach, called systolic-SOM (SSOM), is based on the use of a generic model inspired by a systolic movement. This model is formed by two levels of nested parallelism of neur...

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Detalles Bibliográficos
Autores principales: Ben Khalifa, Khaled, Blaiech, Ahmed Ghazi, Bedoui, Mohamed Hédi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6466938/
https://www.ncbi.nlm.nih.gov/pubmed/31065255
http://dx.doi.org/10.1155/2019/8212867