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Acceleration of Deep Neural Network Training with Resistive Cross-Point Devices: Design Considerations

In recent years, deep neural networks (DNN) have demonstrated significant business impact in large scale analysis and classification tasks such as speech recognition, visual object detection, pattern extraction, etc. Training of large DNNs, however, is universally considered as time consuming and co...

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Detalles Bibliográficos
Autores principales: Gokmen, Tayfun, Vlasov, Yurii
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4954855/
https://www.ncbi.nlm.nih.gov/pubmed/27493624
http://dx.doi.org/10.3389/fnins.2016.00333