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Unsupervised Learning in an Ensemble of Spiking Neural Networks Mediated by ITDP

We propose a biologically plausible architecture for unsupervised ensemble learning in a population of spiking neural network classifiers. A mixture of experts type organisation is shown to be effective, with the individual classifier outputs combined via a gating network whose operation is driven b...

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Detaylı Bibliyografya
Yayımlandı:PLoS Comput Biol
Asıl Yazarlar: Shim, Yoonsik, Philippides, Andrew, Staras, Kevin, Husbands, Phil
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Public Library of Science 2016
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC5070787/
https://ncbi.nlm.nih.gov/pubmed/27760125
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1005137
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