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Facial Muscular Human–Computer Interface at a Motor Unit Level

Abstract : Assistive technology allows motor-impaired people to overcome limitations. Several myoelectric interfaces have been developed, however, there is no reported study employing information at a motor unit (MU) level for controlling purposes. Thus, we developed a facial myoelectric interface operating at the level of MU for controlling a computer screen cursor. Data were collected from 11 able-bodied and 1 tetraplegic subjects. Different from traditional approaches, there was no significant difference (p<0.05) in learning with respect to the level of difficulty, occurring evenly and faster. Information at MU level opens new possibilities for the development of fine control myoelectric interfaces.
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https://hal.univ-lorraine.fr/hal-02930359
Contributor : Guy Bourhis Connect in order to contact the contributor
Submitted on : Friday, September 4, 2020 - 1:19:34 PM
Last modification on : Wednesday, November 3, 2021 - 1:56:24 PM

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Carlos Galvão Pinheiro Júnior, Marcus Fraga Vieira, Cesar Ferreira Amorim, Guy Bourhis, Adriano O. Andrade. Facial Muscular Human–Computer Interface at a Motor Unit Level. Advances in Data Science and Adaptive Analysis, World Scientific Publishing Co. Pte. Ltd., 2019, 11 (03n04), pp.1950008. ⟨10.1142/S2424922X19500086⟩. ⟨hal-02930359⟩

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