Transformer-based hand gesture recognition from instantaneous to fused neural decomposition of high-density EMG signals

Transformer-based hand gesture recognition from instantaneous to fused neural decomposition of high-density EMG signals

Abstract Designing efficient and labor-saving prosthetic hands requires powerful hand gesture recognition algorithms that can achieve high accuracy with limited complexity and latency. In this context, the paper proposes a Compact Transformer-based Hand Gesture Recognition framework referred to as $...

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Bibliographic Details
Main Authors: Mansooreh Montazerin, Elahe Rahimian, Farnoosh Naderkhani, S. Farokh Atashzar, Svetlana Yanushkevich, Arash Mohammadi
Format: Article
Language:English
Published: Nature Portfolio 2023-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-36490-w

Internet

https://doi.org/10.1038/s41598-023-36490-w

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