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LSTM Recurrent Neural Network for Hand Gesture Recognition Using EMG Signals

Currently, research on gesture recognition systems has been on the rise due to the capabilities these systems provide to the field of human–machine interaction, however, gesture recognition in prosthesis and orthesis has been carried out through the use of an extensive amount of channels and electro...

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Principais autores: Alejandro Toro-Ossaba, Juan Jaramillo-Tigreros, Juan C. Tejada, Alejandro Peña, Alexandro López-González, Rui Alexandre Castanho
פורמט: Artigo
שפה:Inglês
יצא לאור: MDPI AG 2022-09-01
סדרה:Applied Sciences
נושאים:
gesture recognition
recurrent neural networks (RNN)
long short-term memory (LSTM)
גישה מקוונת:https://www.mdpi.com/2076-3417/12/19/9700
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