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XNOR-Nets with SETs: Proposal for a binarised convolution processing elements with Single-Electron Transistors

Deep neural network (DNN) and Convolution neural network (CNN) algorithms have significantly increased the accuracies in cutting-edge large-scale image recognition and natural-language processing tasks. Generally, such neural nets are implemented on power-hungry GPUs, beyond the reach of low-power e...

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Detalles Bibliográficos
Autor principal: Bheemireddy, Varun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9200707/
https://www.ncbi.nlm.nih.gov/pubmed/35705581
http://dx.doi.org/10.1038/s41598-022-13180-7