Pattern Recognition in Myoelectric Signals Using Deep Learning, Features Engineering, and a Graphics Processing Unit

Pattern Recognition in Myoelectric Signals Using Deep Learning, Features Engineering, and a Graphics Processing Unit

Intelligent robotic prostheses employ pattern recognition techniques in their construction and, for this, adopt several approaches of Artificial Intelligence (AI). The study created a system called BioPatRec-Py (inspired by BioPatRec) that implements the Convolutional Neural Network (CNN) and Long S...

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Bibliographic Details
Main Authors: Gabriel Cirac M. Souza, Robson L. Moreno, Tales C. Pimenta
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
BioPatRec-Py
CNN
feature engineering
GPU
LSTM
myoelectric signal
Online Access:https://ieeexplore.ieee.org/document/9262889/

Internet

https://ieeexplore.ieee.org/document/9262889/

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