MONETA: A Processing-In-Memory-Based Hardware Platform for the Hybrid Convolutional Spiking Neural Network With Online Learning

We present a processing-in-memory (PIM)-based hardware platform, referred to as MONETA, for on-chip acceleration of inference and learning in hybrid convolutional spiking neural network. MONETAuses 8T static random-access memory (SRAM)-based PIM cores for vector matrix multiplication (VMM) augmented...

Descripción completa

Detalles Bibliográficos
Autores principales: Kim, Daehyun, Chakraborty, Biswadeep, She, Xueyuan, Lee, Edward, Kang, Beomseok, Mukhopadhyay, Saibal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9037635/
https://www.ncbi.nlm.nih.gov/pubmed/35478844
http://dx.doi.org/10.3389/fnins.2022.775457

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9037635/
https://www.ncbi.nlm.nih.gov/pubmed/35478844
http://dx.doi.org/10.3389/fnins.2022.775457

Ejemplares similares