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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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Bibliografske podrobnosti
izdano v:Front Comput Neurosci
Main Authors: Testolin, Alberto, De Filippo De Grazia, Michele, Zorzi, Marco
Format: Artigo
Jezik:Inglês
Izdano: Frontiers Media S.A. 2017
Teme:
Online dostop: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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