Always-On Sub-Microwatt Spiking Neural Network Based on Spike-Driven Clock- and Power-Gating for an Ultra-Low-Power Intelligent Device

This paper presents a novel spiking neural network (SNN) classifier architecture for enabling always-on artificial intelligent (AI) functions, such as keyword spotting (KWS) and visual wake-up, in ultra-low-power internet-of-things (IoT) devices. Such always-on hardware tends to dominate the power e...

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Detalles Bibliográficos
Autores principales: Chundi, Pavan Kumar, Wang, Dewei, Kim, Sung Justin, Yang, Minhao, Cerqueira, Joao Pedro, Kang, Joonsung, Jung, Seungchul, Kim, Sangjoon, Seok, Mingoo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8329666/
https://www.ncbi.nlm.nih.gov/pubmed/34354559
http://dx.doi.org/10.3389/fnins.2021.684113

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8329666/
https://www.ncbi.nlm.nih.gov/pubmed/34354559
http://dx.doi.org/10.3389/fnins.2021.684113

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