Functional Electrostimulation System for a Prototype of a Human Hand Prosthesis Using Electromyography Signal Classification by Machine Learning Techniques

Functional Electrostimulation System for a Prototype of a Human Hand Prosthesis Using Electromyography Signal Classification by Machine Learning Techniques

Functional electrical stimulation (FES) has been proven to be a reliable rehabilitation technique that increases muscle strength, reduces spasms, and enhances neuroplasticity in the long term. However, the available electrical stimulation systems on the market produce stimulation signals with no per...

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Bibliographic Details
Main Authors: Laura Orona-Trujillo, Isaac Chairez, Mariel Alfaro-Ponce
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Machines
Subjects:
functional electrostimulation
LSTM classifier
human hand prosthesis
Online Access:https://www.mdpi.com/2075-1702/12/1/49

Internet

https://www.mdpi.com/2075-1702/12/1/49

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