An Area-Efficient Integrate-and-Fire Neuron Circuit with Enhanced Robustness against Synapse Variability in Hardware Neural Network

Neuron circuits are the fundamental building blocks in the modern neuromorphic system. Designing compact and low-power neuron circuits can significantly improve the overall area and energy efficiencies of a neuromorphic chip architecture. Here, practical neuron circuits must overcome the variations...

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Bibliographic Details
Main Authors: Arati Kumari Shah, Kannan Udaya Mohanan, Jisun Park, Hyungsoon Shin, Eou-Sik Cho, Seongjae Cho
Format: Article
Language:English
Published: Wiley 2023-01-01
Series:IET Circuits, Devices and Systems
Online Access:http://dx.doi.org/10.1049/2023/1052063