Surface Electromyogram Semg | List of Frontiers open access articles

Original Research

Published on 24 May 2023

A low-cost and portable wrist exoskeleton using EEG-sEMG combined strategy for prolonged active rehabilitation

Shiqi Yang
Min Li
Jiale Wang
Zhilei Shi
Bo He
Jun Xie
Guanghua Xu

Frontiers in Neurorobotics

doi 10.3389/fnbot.2023.1161187

6,378 views
9 citations

Review

Published on 12 Sep 2025

A review of the application of intelligent sensing technology in the recognition and evaluation of facial paralysis

in Translational Neuroscience

Jingyao Wang
Xing Tang
Jicheng Zhang
Xin Shao
Yang Liu
Yan Zhai
Jili Xu
Shoujen Lan
Yeayin Yen
Chao Wang

Frontiers in Neuroscience

doi 10.3389/fnins.2025.1646485

3,674 views

Brief Research Report

Published on 17 Jun 2021

Muscle Fiber Conduction Velocity Correlates With the Age at Onset in Mild FSHD Cases

in Exercise Physiology

Matteo Beretta-Piccoli
Massimo Negro
Luca Calanni
Angela Berardinelli
Gabriele Siciliano
Rossella Tupler
Emiliano Soldini
Corrado Cescon
Giuseppe D’Antona

Frontiers in Physiology

doi 10.3389/fphys.2021.686176

3,831 views
1 citation

Original Research

Published on 27 Jul 2023

Deep learning-based framework for real-time upper limb motion intention classification using combined bio-signals

A. Usama Syed
Neelum Y. Sattar
Ismaila Ganiyu
Chintakindi Sanjay
Soliman Alkhatib
Bashir Salah

Frontiers in Neurorobotics

doi 10.3389/fnbot.2023.1174613

6,031 views
10 citations

Review

Published on 17 Sep 2013

Non-Linear EMG Parameters for Differential and Early Diagnostics of Parkinson’s Disease

in Movement Disorders

Alexander Meigal
Saara Rissanen
Mika Tarvainen
Olavi Airaksinen
Markku Kankaanpaa
Pasi Karjalainen

Frontiers in Neurology

doi 10.3389/fneur.2013.00135

12,798 views
58 citations

Original Research

Published on 10 Jan 2018

Improving Fine Control of Grasping Force during Hand–Object Interactions for a Soft Synergy-Inspired Myoelectric Prosthetic Hand

Qiushi Fu
Marco Santello

Frontiers in Neurorobotics

doi 10.3389/fnbot.2017.00071

16,213 views
35 citations

Original Research

Published on 08 Mar 2023

A CNN-LSTM model for six human ankle movements classification on different loads

in Motor Neuroscience

Min Li
Jiale Wang
Shiqi Yang
Jun Xie
Guanghua Xu
Shan Luo

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2023.1101938

6,032 views
26 citations

Original Research

Published on 31 Mar 2022

User-Independent EMG Gesture Recognition Method Based on Adaptive Learning

in Brain Imaging Methods

Nan Zheng
Yurong Li
Wenxuan Zhang
Min Du

Frontiers in Neuroscience

doi 10.3389/fnins.2022.847180

5,784 views
20 citations

Original Research

Published on 12 Nov 2020

Engagement Enhancement Based on Human-in-the-Loop Optimization for Neural Rehabilitation

Jiaxing Wang
Weiqun Wang
Shixin Ren
Weiguo Shi
Zeng-Guang Hou

Frontiers in Neurorobotics

doi 10.3389/fnbot.2020.596019

4,859 views
11 citations

Methods

Published on 06 Jul 2023

A method for the estimation of a motor unit innervation zone center position evaluated with a computational sEMG model

Malte Mechtenberg
Axel Schneider

Frontiers in Neurorobotics

doi 10.3389/fnbot.2023.1179224

5,758 views

Original Research

Published on 21 Mar 2022

Identification and Classification of Parkinsonian and Essential Tremors for Diagnosis Using Machine Learning Algorithms

in Neural Technology

Xupo Xing
Ningdi Luo
Shun Li
Liche Zhou
Chengli Song
Jun Liu

Frontiers in Neuroscience

doi 10.3389/fnins.2022.701632

7,348 views
35 citations

Original Research

Published on 21 Nov 2024

Real-time adaptive cancellation of TENS feedback artifact on sEMG for prosthesis closed-loop control

in Biosensors and Biomolecular Electronics

Byungwook Lee
Kyung-Soo Kim
Younggeol Cho

Frontiers in Bioengineering and Biotechnology

doi 10.3389/fbioe.2024.1492588

2,703 views
1 citation

Original Research

Published on 15 May 2017

Altered Motor Unit Discharge Coherence in Paretic Muscles of Stroke Survivors

in Stroke

Chenyun Dai
Nina L. Suresh
Aneesha K. Suresh
William Zev Rymer
Xiaogang Hu

Frontiers in Neurology

doi 10.3389/fneur.2017.00202

6,726 views
33 citations

Original Research

Published on 03 Jun 2021

A Novel Technique to Reject Artifact Components for Surface EMG Signals Recorded During Walking With Transcutaneous Spinal Cord Stimulation: A Pilot Study

in Motor Neuroscience

Minjae Kim
Yaejin Moon
Jasmine Hunt
Kelly A. McKenzie
Adam Horin
Matt McGuire
Keehoon Kim
Levi J. Hargrove
Arun Jayaraman

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.660583

7,336 views
14 citations

Original Research

Published on 28 Mar 2022

Rejecting Novel Motions in High-Density Myoelectric Pattern Recognition Using Hybrid Neural Networks

Le Wu
Xun Chen
Xiang Chen
Xu Zhang

Frontiers in Neurorobotics

doi 10.3389/fnbot.2022.862193

5,365 views
7 citations

Original Research

Published on 20 May 2024

Improved multi-layer wavelet transform and blind source separation based ECG artifacts removal algorithm from the sEMG signal: in the case of upper limbs

in Biosensors and Biomolecular Electronics

Wei Lu
Dongliang Gong
Xue Xue
Lifu Gao

Frontiers in Bioengineering and Biotechnology

doi 10.3389/fbioe.2024.1367929

3,602 views
12 citations

Articles

A low-cost and portable wrist exoskeleton using EEG-sEMG combined strategy for prolonged active rehabilitation

A review of the application of intelligent sensing technology in the recognition and evaluation of facial paralysis

Muscle Fiber Conduction Velocity Correlates With the Age at Onset in Mild FSHD Cases

Deep learning-based framework for real-time upper limb motion intention classification using combined bio-signals

Non-Linear EMG Parameters for Differential and Early Diagnostics of Parkinson’s Disease

Improving Fine Control of Grasping Force during Hand–Object Interactions for a Soft Synergy-Inspired Myoelectric Prosthetic Hand

A CNN-LSTM model for six human ankle movements classification on different loads

User-Independent EMG Gesture Recognition Method Based on Adaptive Learning

Engagement Enhancement Based on Human-in-the-Loop Optimization for Neural Rehabilitation

A method for the estimation of a motor unit innervation zone center position evaluated with a computational sEMG model

Identification and Classification of Parkinsonian and Essential Tremors for Diagnosis Using Machine Learning Algorithms

Real-time adaptive cancellation of TENS feedback artifact on sEMG for prosthesis closed-loop control

Altered Motor Unit Discharge Coherence in Paretic Muscles of Stroke Survivors

A Novel Technique to Reject Artifact Components for Surface EMG Signals Recorded During Walking With Transcutaneous Spinal Cord Stimulation: A Pilot Study

Rejecting Novel Motions in High-Density Myoelectric Pattern Recognition Using Hybrid Neural Networks

Improved multi-layer wavelet transform and blind source separation based ECG artifacts removal algorithm from the sEMG signal: in the case of upper limbs