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Fusion inception and transformer network for continuous estimation of finger kinematics from surface electromyography

Decoding surface electromyography (sEMG) to recognize human movement intentions enables us to achieve stable, natural and consistent control in the field of human computer interaction (HCI). In this paper, we present a novel deep learning (DL) model, named fusion inception and transformer network (F...

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Wedi'i Gadw mewn:
Prif Awduron: Chuang Lin, Xiaobing Zhang
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Frontiers Media S.A. 2024-05-01
Cyfres:Frontiers in Neurorobotics
Pynciau:
surface electromyography
human-computer interaction
continuous estimation
finger kinematics
deep learning
Mynediad Ar-lein:https://www.frontiersin.org/articles/10.3389/fnbot.2024.1305605/full
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