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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Bibliographic Details
Main Authors: Song Wang, Qiushuang Yu, Tiantian Xie, Cheng Ma, Jing Pei
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-05-01
Series:Frontiers in Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2023.1168864/full