A Neural Network Based on the Johnson <italic>S</italic><sub>U</sub> Translation System and Related Application to Electromyogram Classification

Electromyogram (EMG) classification is a key technique in EMG-based control systems. Existing EMG classification methods, which do not consider EMG features that have distribution with skewness and kurtosis, have limitations such as the requirement to tune hyperparameters. In this paper, we propose...

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Autores principales: Hideaki Hayashi, Taro Shibanoki, Toshio Tsuji
Formato: article
Lenguaje:EN
Publicado: IEEE 2021
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Acceso en línea:https://doaj.org/article/4b9066e93ed74ac1a10ba74c28a8b2ee
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