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Freely scalable and reconfigurable optical hardware for deep learning

As deep neural network (DNN) models grow ever-larger, they can achieve higher accuracy and solve more complex problems. This trend has been enabled by an increase in available compute power; however, efforts to continue to scale electronic processors are impeded by the costs of communication, therma...

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Detalles Bibliográficos
Autores principales: Bernstein, Liane, Sludds, Alexander, Hamerly, Ryan, Sze, Vivienne, Emer, Joel, Englund, Dirk
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7862662/
https://www.ncbi.nlm.nih.gov/pubmed/33542343
http://dx.doi.org/10.1038/s41598-021-82543-3