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A Low-Power Spiking Neural Network Chip Based on a Compact LIF Neuron and Binary Exponential Charge Injector Synapse Circuits

To realize a large-scale Spiking Neural Network (SNN) on hardware for mobile applications, area and power optimized electronic circuit design is critical. In this work, an area and power optimized hardware implementation of a large-scale SNN for real time IoT applications is presented. The analog Co...

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Detalles Bibliográficos
Autores principales: Asghar, Malik Summair, Arslan, Saad, Kim, Hyungwon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8272117/
https://www.ncbi.nlm.nih.gov/pubmed/34210045
http://dx.doi.org/10.3390/s21134462