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Reservoir Computing with Delayed Input for Fast and Easy Optimisation

Reservoir computing is a machine learning method that solves tasks using the response of a dynamical system to a certain input. As the training scheme only involves optimising the weights of the responses of the dynamical system, this method is particularly suited for hardware implementation. Furthe...

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Detalles Bibliográficos
Autores principales: Jaurigue, Lina, Robertson, Elizabeth, Wolters, Janik, Lüdge, Kathy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8700644/
https://www.ncbi.nlm.nih.gov/pubmed/34945866
http://dx.doi.org/10.3390/e23121560