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SPIDEN: deep Spiking Neural Networks for efficient image denoising

In recent years, Deep Convolutional Neural Networks (DCNNs) have outreached the performance of classical algorithms for image restoration tasks. However, most of these methods are not suited for computational efficiency. In this work, we investigate Spiking Neural Networks (SNNs) for the specific an...

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Detaylı Bibliyografya
Asıl Yazarlar: Andrea Castagnetti, Alain Pegatoquet, Benoît Miramond
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Frontiers Media S.A. 2023-08-01
Seri Bilgileri:Frontiers in Neuroscience
Konular:
Online Erişim:https://www.frontiersin.org/articles/10.3389/fnins.2023.1224457/full
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