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Unsupervised Feature Learning With Winner-Takes-All Based STDP

  • Published:2018-04-05 Issue: Volume:12 Page:
  • ISSN:1662-5188
  • Container-title:Frontiers in Computational Neuroscience
  • language:
  • Short-container-title:Front. Comput. Neurosci.

Author:

Ferré Paul,Mamalet Franck,Thorpe Simon J.

Funder

Association Nationale de la Recherche et de la Technologie

Centre National de la Recherche Scientifique

Publisher

Frontiers Media SA

Subject

Cellular and Molecular Neuroscience,Neuroscience (miscellaneous)

Reference55 articles.

1. Greedy layer-wise training of deep networks,;Bengio,2007

2. Towards biologically plausible deep learning;Bengio;arXiv:1502.04156,2015

3. Categorization and decision-making in a neurobiologically plausible spiking network using a STDP-like learning rule;Beyeler;Neural Netw.,2013

4. Mirrored STDP implements autoencoder learning in a network of spiking neurons;Burbank;PLoS Comput. Biol.,2015

5. Spiking deep convolutional neural networks for energy-efficient object recognition;Cao;Int. J. Comp. Vis.,2015

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