Neuromorphic devices assisted by machine learning algorithms

Neuromorphic computing extends beyond sequential processing modalities and outperforms traditional von Neumann architectures in implementing more complicated tasks, e.g., pattern processing, image recognition, and decision making. It features parallel interconnected neural networks, high fault toler...

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Bibliographic Details

Published in:	International Journal of Extreme Manufacturing
Main Authors:	Ziwei Huo, Qijun Sun, Jinran Yu, Yichen Wei, Yifei Wang, Jeong Ho Cho, Zhong Lin Wang
Format:	Article
Language:	English
Published:	IOP Publishing 2025-01-01
Subjects:	neuromorphic devices machine learning algorithms artificial synapses memristors field-effect transistors
Online Access:	https://doi.org/10.1088/2631-7990/adba1e