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Enhancing Performance of Reservoir Computing System Based on Coupled MEMS Resonators

Reservoir computing (RC) is an attractive paradigm of a recurrent neural network (RNN) architecture, owning to the ease of training and existing neuromorphic implementation. Its simulated performance matches other digital algorithms on a series of benchmarking tasks, such as prediction tasks and cla...

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Detalles Bibliográficos
Autores principales: Zheng, Tianyi, Yang, Wuhao, Sun, Jie, Xiong, Xingyin, Wang, Zheng, Li, Zhitian, Zou, Xudong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8122867/
https://www.ncbi.nlm.nih.gov/pubmed/33922571
http://dx.doi.org/10.3390/s21092961