Data_Sheet_2_The use of nonnormalized surface EMG and feature inputs for LSTM-based powered ankle prosthesis control algorithm development.DOCX

Data_Sheet_2_The use of nonnormalized surface EMG and feature inputs for LSTM-based powered ankle prosthesis control algorithm development.DOCX

<p>Advancements in instrumentation support improved powered ankle prostheses hardware development. However, control algorithms have limitations regarding number and type of sensors utilized and achieving autonomous adaptation, which is key to a natural ambulation. Surface electromyogram (sEMG)...

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Bibliographic Details
Main Author: Ahmet Doğukan Keleş (16482261) (author)
Other Authors: Ramazan Tarık Türksoy (16482264) (author), Can A. Yucesoy (9082967) (author)
Published: 2023
Subjects:
Neuroscience
Biological Engineering
Developmental Biology
Stem Cells
Artificial Intelligence and Image Processing
Endocrinology
Radiology and Organ Imaging
Autonomic Nervous System
Cellular Nervous System
Central Nervous System
Sensory Systems
Clinical Nursing: Tertiary (Rehabilitative)
Decision Making
Rehabilitation Engineering
Biomedical Engineering not elsewhere classified
Signal Processing
Neurogenetics
Image Processing
powered ankle prosthesis
surface electromyogram (sEMG)
long short-term memory neural network
feature extraction
lower limb amputation
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