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Unsupervised learning by competing hidden units

It is widely believed that end-to-end training with the backpropagation algorithm is essential for learning good feature detectors in early layers of artificial neural networks, so that these detectors are useful for the task performed by the higher layers of that neural network. At the same time, t...

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Detalles Bibliográficos
Autores principales: Krotov, Dmitry, Hopfield, John J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6475390/
https://www.ncbi.nlm.nih.gov/pubmed/30926658
http://dx.doi.org/10.1073/pnas.1820458116