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Hardware-Efficient Stochastic Binary CNN Architectures for Near-Sensor Computing

With recent advances in the field of artificial intelligence (AI) such as binarized neural networks (BNNs), a wide variety of vision applications with energy-optimized implementations have become possible at the edge. Such networks have the first layer implemented with high precision, which poses a...

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Detalles Bibliográficos
Autores principales: Parmar, Vivek, Penkovsky, Bogdan, Querlioz, Damien, Suri, Manan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8766965/
https://www.ncbi.nlm.nih.gov/pubmed/35069101
http://dx.doi.org/10.3389/fnins.2021.781786