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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Veröffentlicht in:Sci Rep
Hauptverfasser: Abreu Araujo, Flavio, Riou, Mathieu, Torrejon, Jacob, Tsunegi, Sumito, Querlioz, Damien, Yakushiji, Kay, Fukushima, Akio, Kubota, Hitoshi, Yuasa, Shinji, Stiles, Mark D., Grollier, Julie
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Publishing Group UK 2020
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Article
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6962256/
https://ncbi.nlm.nih.gov/pubmed/31941917
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-56991-x
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