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Spiking CMOS-NVM mixed-signal neuromorphic ConvNet with circuit- and training-optimized temporal subsampling

We increasingly rely on deep learning algorithms to process colossal amount of unstructured visual data. Commonly, these deep learning algorithms are deployed as software models on digital hardware, predominantly in data centers. Intrinsic high energy consumption of Cloud-based deployment of deep ne...

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Detalles Bibliográficos
Autores principales: Dorzhigulov, Anuar, Saxena, Vishal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10390782/
https://www.ncbi.nlm.nih.gov/pubmed/37534034
http://dx.doi.org/10.3389/fnins.2023.1177592