Emerging phenomena in neural networks with dynamic synapses and their computational implications

In this paper we review our research on the effect and computational role of dynamical synapses on feed-forward and recurrent neural networks. Among others, we report on the appearance of a new class of dynamical memories which result from the destabilisation of learned memory attractors. This has i...

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Bibliographic Details
Main Authors: Joaquin J. eTorres, Hilbert J. eKappen
Format: Article
Language:English
Published: Frontiers Media S.A. 2013-04-01
Series:Frontiers in Computational Neuroscience
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fncom.2013.00030/full