NL-CALIC Soft Decoding Using Strict Constrained Wide-Activated Recurrent Residual Network

In this work, we propose a normalized Tanh activate strategy and a lightweight wide-activate recurrent structure to solve three key challenges of the soft-decoding of near-lossless codes: 1. How to add an effective strict constrained peak absolute error (PAE) boundary to the network; 2. An end-to-en...

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Publié dans:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 31(2022) vom: 01., Seite 1243-1257
Auteur principal: Niu, Yi (Auteur)
Autres auteurs: Liu, Chang, Ma, Mingming, Li, Fu, Chen, Zhiwen, Shi, Guangming
Format: Article en ligne
Langue:English
Publié: 2022
Accès à la collection:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Sujets:Journal Article