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Reservoir based spiking models for univariate Time Series Classification

A variety of advanced machine learning and deep learning algorithms achieve state-of-the-art performance on various temporal processing tasks. However, these methods are heavily energy inefficient—they run mainly on the power hungry CPUs and GPUs. Computing with Spiking Networks, on the other hand,...

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Detalles Bibliográficos
Autores principales: Gaurav, Ramashish, Stewart, Terrence C., Yi, Yang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10285304/
https://www.ncbi.nlm.nih.gov/pubmed/37362059
http://dx.doi.org/10.3389/fncom.2023.1148284

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