Role of non-linear data processing on speech recognition task in the framework of reservoir computing

The reservoir computing neural network architecture is widely used to test hardware systems for neuromorphic computing. One of the preferred tasks for bench-marking such devices is automatic speech recognition. This task requires acoustic transformations from sound waveforms with varying amplitudes...

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Detalles Bibliográficos
Autores principales: Abreu Araujo, Flavio, Riou, Mathieu, Torrejon, Jacob, Tsunegi, Sumito, Querlioz, Damien, Yakushiji, Kay, Fukushima, Akio, Kubota, Hitoshi, Yuasa, Shinji, Stiles, Mark D., Grollier, Julie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6962256/
https://www.ncbi.nlm.nih.gov/pubmed/31941917
http://dx.doi.org/10.1038/s41598-019-56991-x

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6962256/
https://www.ncbi.nlm.nih.gov/pubmed/31941917
http://dx.doi.org/10.1038/s41598-019-56991-x

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