pattern recognition

LoCoMo-Net: A Low-Complex Deep Learning Framework for sEMG Based Hand Movement Recognition for Prosthetic Control

Author(s): Arvind Gautam, Madhuri Panwar, Archana Wankhede, Sridhar Arjunan, Ganesh Naik, Amit Charyya, Dinesh Kumar
LoCoMo-Net: A Low-Complex Deep Learning Framework for sEMG Based Hand Movement Recognition for Prosthetic Control 150 150 IEEE Journal of Translational Engineering in Health and Medicine (JTEHM)

Background: The enhancement in the performance of the myoelectric pattern recognition techniques based on deep learning algorithm possess computationally expensive and exhibit extensive memory behavior. Therefore, in this paper we…

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Feasibility of Early Meal Detection Based on Abdominal Sound

Feasibility of Early Meal Detection Based on Abdominal Sound

Author(s): Konstanze Kölle, Anders Lyngvi Fougner, Reinold Ellingsen, Sven Magnus Carlsen, Øyvind Stavdahl
Feasibility of Early Meal Detection Based on Abdominal Sound 780 435 IEEE Journal of Translational Engineering in Health and Medicine (JTEHM)

     Early Access Note: Early Access articles are new content made available in advance of the final electronic or print versions and result from IEEE’s Preprint or Rapid Post processes.…

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A Comparison of Pattern Recognition Control and Direct Control of a Multiple Degree-of-Freedom Transradial Prosthesis

Author(s): Todd A. Kuiken, Laura A. Miller, Kristi Turner, Levi Hargrove
A Comparison of Pattern Recognition Control and Direct Control of a Multiple Degree-of-Freedom Transradial Prosthesis 780 435 IEEE Journal of Translational Engineering in Health and Medicine (JTEHM)

With existing conventional prosthesis control (direct control), individuals with a transradial amputation use two opposing muscle groups to control each prosthesis motor. As component complexity increases, subjects must switch the…

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