A Quantized Convolutional Neural Network Implemented With Memristor for Image Denoising and Recognition

The interference of noise will cause the degradation of image quality, which can have a negative impact on the subsequent image processing and visual effect. Although the existing image denoising algorithms are relatively perfect, their computational efficiency is restricted by the performance of th...

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Bibliographic Details
Main Authors: Yuejun Zhang, Zhixin Wu, Shuzhi Liu, Zhecheng Guo, Qilai Chen, Pingqi Gao, Pengjun Wang, Gang Liu
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-09-01
Series:Frontiers in Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2021.717222/full