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On the Correlation between Reservoir Metrics and Performance for Time Series Classification under the Influence of Synaptic Plasticity
Reservoir computing provides a simpler paradigm of training recurrent networks by initialising and adapting the recurrent connections separately to a supervised linear readout. This creates a problem, though. As the recurrent weights and topology are now separated from adapting to the task, there is...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Public Library of Science
2014
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4092026/ https://www.ncbi.nlm.nih.gov/pubmed/25010415 http://dx.doi.org/10.1371/journal.pone.0101792 |