An Improved K-Spare Decomposing Algorithm for Mapping Neural Networks onto Crossbar-Based Neuromorphic Computing Systems

Mapping deep neural network (DNN) models onto crossbar-based neuromorphic computing system (NCS) has recently become more popular since it allows us to realize the advantages of DNNs on small computing systems. However, due to the physical limitations of NCS, such as limited programmability, or a fi...

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Bibliographic Details
Main Authors: Thanh D. Dao, Jaeyong Chung
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Journal of Low Power Electronics and Applications
Subjects:
Online Access:https://www.mdpi.com/2079-9268/10/4/40