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Maximum entropy methods for extracting the learned features of deep neural networks

New architectures of multilayer artificial neural networks and new methods for training them are rapidly revolutionizing the application of machine learning in diverse fields, including business, social science, physical sciences, and biology. Interpreting deep neural networks, however, currently re...

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Detalles Bibliográficos
Autores principales: Finnegan, Alex, Song, Jun S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5679649/
https://www.ncbi.nlm.nih.gov/pubmed/29084280
http://dx.doi.org/10.1371/journal.pcbi.1005836