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Optimizing Reservoir Computers for Signal Classification

Reservoir computers are a type of recurrent neural network for which the network connections are not changed. To train the reservoir computer, a set of output signals from the network are fit to a training signal by a linear fit. As a result, training of a reservoir computer is fast, and reservoir c...

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Pubblicato in:Front Physiol
Autore principale: Carroll, Thomas L.
Natura: Artigo
Lingua:Inglês
Pubblicazione: Frontiers Media S.A. 2021
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC8249854/
https://ncbi.nlm.nih.gov/pubmed/34220549
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fphys.2021.685121
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