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Training LSTM Networks With Resistive Cross-Point Devices

In our previous work we have shown that resistive cross point devices, so called resistive processing unit (RPU) devices, can provide significant power and speed benefits when training deep fully connected networks as well as convolutional neural networks. In this work, we further extend the RPU con...

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Detalles Bibliográficos
Autores principales: Gokmen, Tayfun, Rasch, Malte J., Haensch, Wilfried
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6207602/
https://www.ncbi.nlm.nih.gov/pubmed/30405334
http://dx.doi.org/10.3389/fnins.2018.00745