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A Compact and Low-Power SoC Design for Spiking Neural Network Based on Current Multiplier Charge Injector Synapse

This paper presents a compact analog system-on-chip (SoC) implementation of a spiking neural network (SNN) for low-power Internet of Things (IoT) applications. The low-power implementation of an SNN SoC requires the optimization of not only the SNN model but also the architecture and circuit designs...

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Detalles Bibliográficos
Autores principales: Asghar, Malik Summair, Arslan, Saad, Al-Hamid, Ali A., Kim, HyungWon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10383375/
https://www.ncbi.nlm.nih.gov/pubmed/37514571
http://dx.doi.org/10.3390/s23146275