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Interpretable neural networks: principles and applications

In recent years, with the rapid development of deep learning technology, great progress has been made in computer vision, image recognition, pattern recognition, and speech signal processing. However, due to the black-box nature of deep neural networks (DNNs), one cannot explain the parameters in th...

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Detalles Bibliográficos
Autores principales: Liu, Zhuoyang, Xu, Feng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10606258/
https://www.ncbi.nlm.nih.gov/pubmed/37899962
http://dx.doi.org/10.3389/frai.2023.974295