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An Efficient Supervised Training Algorithm for Multilayer Spiking Neural Networks.

The spiking neural networks (SNNs) are the third generation of neural networks and perform remarkably well in cognitive tasks such as pattern recognition. The spike emitting and information processing mechanisms found in biological cognitive systems motivate the application of the hierarchical struc...

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Bibliographic Details
Main Authors: Xiurui Xie, Hong Qu, Guisong Liu, Malu Zhang, Jürgen Kurths
Format: Artigo
Language:Inglês
Published: Public Library of Science (PLoS) 2016-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4820126?pdf=render
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