PaWFE: Fast Signal Feature Extraction Using Parallel Time Windows

PaWFE: Fast Signal Feature Extraction Using Parallel Time Windows

Motivation: Hand amputations can dramatically affect the quality of life of a person. Researchers are developing surface electromyography and machine learning solutions to control dexterous and robotic prosthetic hands, however long computational times can slow down this process.Objective: This pape...

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Bibliographic Details
Main Authors: Manfredo Atzori, Henning Müller
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-09-01
Series:Frontiers in Neurorobotics
Subjects:
surface electromyography
hand prosthetics
feature extraction
classification
signal processing
machine learning
Online Access:https://www.frontiersin.org/article/10.3389/fnbot.2019.00074/full

Internet

https://www.frontiersin.org/article/10.3389/fnbot.2019.00074/full

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