A Multilayer Neural Network Merging Image Preprocessing and Pattern Recognition by Integrating Diffusion and Drift Memristors

IEEE Trans. Cogn. Dev. Syst.(2021)

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摘要
With the development of research on novel memristor model and device, neural networks by integrating various memristor models have become a hot research topic recently. However, state-of-the-art works still build such neural networks using drift memristor only. Furthermore, some other related works are only applied to a few individual applications, including pattern recognition and edge detection....
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关键词
Memristors,Pattern recognition,Neural networks,Image edge detection,Noise reduction,Learning systems,Nonhomogeneous media
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