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Approaching the mapping limit with closed-loop mapping strategy for deploying neural networks on neuromorphic hardware

The decentralized manycore architecture is broadly adopted by neuromorphic chips for its high computing parallelism and memory locality. However, the fragmented memories and decentralized execution make it hard to deploy neural network models onto neuromorphic hardware with high resource utilization...

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Detalles Bibliográficos
Autores principales: Wang, Song, Yu, Qiushuang, Xie, Tiantian, Ma, Cheng, Pei, Jing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10233010/
https://www.ncbi.nlm.nih.gov/pubmed/37274210
http://dx.doi.org/10.3389/fnins.2023.1168864