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Optimal Randomness for Stochastic Configuration Network (SCN) with Heavy-Tailed Distributions

Stochastic Configuration Network (SCN) has a powerful capability for regression and classification analysis. Traditionally, it is quite challenging to correctly determine an appropriate architecture for a neural network so that the trained model can achieve excellent performance for both learning an...

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Detalhes bibliográficos
Publicado no:Entropy (Basel)
Main Authors: Niu, Haoyu, Wei, Jiamin, Chen, YangQuan
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7823536/
https://ncbi.nlm.nih.gov/pubmed/33396383
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e23010056
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