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The Role of Architectural and Learning Constraints in Neural Network Models: A Case Study on Visual Space Coding

The recent “deep learning revolution” in artificial neural networks had strong impact and widespread deployment for engineering applications, but the use of deep learning for neurocomputational modeling has been so far limited. In this article we argue that unsupervised deep learning represents an i...

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Pubblicato in:Front Comput Neurosci
Autori principali: Testolin, Alberto, De Filippo De Grazia, Michele, Zorzi, Marco
Natura: Artigo
Lingua:Inglês
Pubblicazione: Frontiers Media S.A. 2017
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC5360096/
https://ncbi.nlm.nih.gov/pubmed/28377709
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fncom.2017.00013
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