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Hebbian+learning

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  • Robustness of Hebbian and anti-Hebbian learning
  • Abstract Fault tolerance of artificial neural networks (ANNs) has been studied mostly for passive systems, that does not react in any special way to compensate for the effect of internal failures. Sy...
  • Rating:   1 Star      Views: (2002)     Pages: (0)     Uploaded: Publication Date: 27 Jun-2 Jul 1994
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  • A Hebbian/anti-Hebbian network which optimizes information capacityby ...
  • Abstract A number of recent papers have used the approach of maximising information capacity or mutual information (MI) to examine unsupervised neural networks. In particular, for a linear `compressi...
  • Rating:   1 Star      Views: (2000)     Pages: (0)     Uploaded: Publication Date: 25-27 May 1993
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  • Hebbian and anti-Hebbian learning for independent componentanalysis
  • Abstract This paper describes a neural network that self-organizes to recover the original signals from sensor signals. No particular information is required about the statistical properties of the s...
  • Rating:   1 Star      Views: (2008)     Pages: (0)     Uploaded: Publication Date: 2001
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