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Lossy P-LDPC Codes for Compressing General Sources Using Neural Networks

It is challenging to design an efficient lossy compression scheme for complicated sources based on block codes, especially to approach the theoretical distortion-rate limit. In this paper, a lossy compression scheme is proposed for Gaussian and Laplacian sources. In this scheme, a new route using “t...

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Detalles Bibliográficos
Autores principales: Ren, Jinkai, Song, Dan, Wu, Huihui, Wang, Lin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9955011/
https://www.ncbi.nlm.nih.gov/pubmed/36832619
http://dx.doi.org/10.3390/e25020252