FPGA-Based Stochastic Echo State Networks for Time-Series Forecasting

Hardware implementation of artificial neural networks (ANNs) allows exploiting the inherent parallelism of these systems. Nevertheless, they require a large amount of resources in terms of area and power dissipation. Recently, Reservoir Computing (RC) has arisen as a strategic technique to design re...

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Vydáno v:Comput Intell Neurosci
Hlavní autoři: Alomar, Miquel L., Canals, Vincent, Perez-Mora, Nicolas, Martínez-Moll, Víctor, Rosselló, Josep L.
Médium: Artigo
Jazyk:Inglês
Vydáno: Hindawi Publishing Corporation 2016
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Research Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4735989/
https://ncbi.nlm.nih.gov/pubmed/26880876
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2016/3917892
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