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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...

詳細記述

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書誌詳細
出版年:Sci Rep
主要な著者: Abreu Araujo, Flavio, Riou, Mathieu, Torrejon, Jacob, Tsunegi, Sumito, Querlioz, Damien, Yakushiji, Kay, Fukushima, Akio, Kubota, Hitoshi, Yuasa, Shinji, Stiles, Mark D., Grollier, Julie
フォーマット: Artigo
言語:Inglês
出版事項: Nature Publishing Group UK 2020
主題:
オンライン・アクセス: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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