Výsledky vyhledávání - "surface electromyogram"

Intelligent human computer interaction based on non redundant EMG signal Autor Sun, Ying, Xu, Chao, Li, Gongfa, Xu, Wanfen, Kong, Jianyi, Jiang, Du, Tao, Bo, Chen, Disi

“…Human computer interaction plays an increasingly important role in our life. People need more intelligent, concise and efficient human-computer interaction. It…”
Získat plný text

A VMD-Based Noise-Specific and Adaptive Removal Method for High-Density Surface EMG Autor Wang, Weibo, Gu, Yu, Zhang, Ying, Bai, Jingyuan, Liu, Tao

“…High-density surface electromyogram (HD-sEMG) undertakes the task of detecting the activity of motor units (MUs). However, its recordings are often mixed with…”
Získat plný text

Corticomuscular Coherence and Its Applications: A Review Autor Liu, Jinbiao, Sheng, Yixuan, Liu, Honghai

“…Corticomuscular coherence (CMC) is an index utilized to indicate coherence between brain motor cortex and associated body muscles, conventionally. As an index…”
Získat plný text

Multiplex Recurrence Network Analysis of Inter-Muscular Coordination During Sustained Grip and Pinch Contractions at Different Force Levels Autor Zhang, Na, Li, Ke, Li, Guanglin, Nataraj, Raviraj, Wei, Na

“…Production of functional forces by human motor systems require coordination across multiple muscles. Grip and pinch are two prototypes for grasping force…”
Získat plný text

Surface EMG feature disentanglement for robust pattern recognition Autor Fan, Jiahao, Jiang, Xinyu, Liu, Xiangyu, Meng, Long, Jia, Fumin, Dai, Chenyun

“…Extracting robust features from surface electromyogram (sEMG) for accurate pattern recognition is a central research topic in biomechanics and human-machine…”
Získat plný text

Comparing subject-to-subject transfer learning methods in surface electromyogram-based motion recognition with shallow and deep classifiers Autor Hoshino, Takayuki, Kanoga, Suguru, Tsubaki, Masashi, Aoyama, Atsushi

“…Surface electromyogram (sEMG)-based human-computer interface (HCI) is an effective tool for detecting human movements. Because sEMG-based motion recognition…”
Získat plný text

Optimization of inter-subject sEMG-based hand gesture recognition tasks using unsupervised domain adaptation techniques Autor Wang, Zihao, Wan, Huiying, Meng, Long, Zeng, Zheng, Akay, Metin, Chen, Chen, Chen, Wei

“…•We investigated eight unsupervised domain adaptation techniques combined with 5 classifiers.•A simplified approach is proposed and validated on a private and…”
Získat plný text

Efficacy of Action Observation Therapy on Patients with Dysphagia After Stroke: A Randomized Controlled Trial Autor Zheng, Hongyi, Yu, Liyuan, Chen, Shuang, Luo, Hong, Cui, Wei, Xu, Li

“…To investigate the efficacy of Action Observation Therapy (AOT) which is conducted by observing and imitating swallowing videos for post-stroke dysphagia. 36…”
Získat plný text

Neuromuscular Password-Based User Authentication Autor Jiang, Xinyu, Xu, Ke, Liu, Xiangyu, Dai, Chenyun, Clifton, David A., Clancy, Edward A., Akay, Metin, Chen, Wei

“…In this article, we propose a novel neuromuscular password-based user authentication method. The method consists of two parts: surface electromyogram (sEMG)…”
Získat plný text

Improving the Performance Against Force Variation of EMG Controlled Multifunctional Upper-Limb Prostheses for Transradial Amputees Autor Al-Timemy, Ali H., Khushaba, Rami N., Bugmann, Guido, Escudero, Javier

“…We investigate the problem of achieving robust control of hand prostheses by the electromyogram (EMG) of transradial amputees in the presence of variable force…”
Získat plný text

A Transfer Learning Model for Gesture Recognition Based on the Deep Features Extracted by CNN Autor Zou, Yongxiang, Cheng, Long

“…The surface electromyogram (sEMG) based hand gesture recognition is prevalent in human-computer interface systems. However, the generalization of the…”
Získat plný text

sEMG-Based Identification of Hand Motion Commands Using Wavelet Neural Network Combined With Discrete Wavelet Transform Autor Duan, Feng, Dai, Lili, Chang, Wennan, Chen, Zengqiang, Zhu, Chi, Li, Wei

“…Surface electromyogram (sEMG) signals can be applied in medical, rehabilitation, robotic, and industrial fields. As a typical application, a myoelectric…”
Získat plný text

Arduino-Based Myoelectric Control: Towards Longitudinal Study of Prosthesis Use Autor Wu, Hancong, Dyson, Matthew, Nazarpour, Kianoush

“…Understanding how upper-limb prostheses are used in daily life helps to improve the design and robustness of prosthesis control algorithms and prosthetic…”
Získat plný text

Wrist and Finger Gesture Recognition With Single-Element Ultrasound Signals: A Comparison With Single-Channel Surface Electromyogram Autor He, Jiayuan, Luo, Henry, Jia, Jie, Yeow, John T. W., Jiang, Ning

“…With the ability to detect volumetric changes of contracting muscles, ultrasound (US) was a potential technique in the field of human-machine interface…”
Získat plný text

Evaluation of matrix factorisation approaches for muscle synergy extraction Autor Ebied, Ahmed, Kinney-Lang, Eli, Spyrou, Loukianos, Escudero, Javier

“…•Presence of sparse synergies improve the quality of extracted synergies.•Higher channel/synergy ratio is essential for better synergy estimation.•NMF is the…”
Získat plný text

Continuous estimation of upper limb joint angle from sEMG based on multiple decomposition feature and BiLSTM network Autor Wen, Liqun, Xu, Jiacan, Li, Donglin, Pei, Xinglong, Wang, Jianhui

“…•Rehabilitation motion data of 8 healthy subjects were acquired.•Multiple decomposition feature preserved more complete information of sEMG.•Bidirectional…”
Získat plný text

Highly Stable Ladder‐Type Conjugated Polymer Based Organic Electrochemical Transistors for Low Power and Signal Processing‐Free Surface Electromyogram Triggered Robotic Hand Control Autor Zhou, Zhongliang, Wu, Xihu, Tam, Teck Lip Dexter, Tang, Cindy G., Chen, Shuai, Hou, Kunqi, Li, Ting, He, Qiang, Sit, Ji‐Jon, Xu, Jianwei, Leong, Wei Lin

“…Organic electrochemical transistors (OECTs) based complementary inverters have been considered as promising candidates in electrophysiological amplification,…”
Získat plný text

A New Deep Anomaly Detection-Based Method for User Authentication Using Multichannel Surface EMG Signals of Hand Gestures Autor Li, Qingqing, Luo, Zhirui, Zheng, Jun

“…User authentication plays an important role in securing systems and devices by preventing unauthorized accesses. Although surface electromyogram (sEMG) has…”
Získat plný text

A low-cost framework for the recognition of human motion gait phases and patterns based on multi-source perception fusion Autor Dong, Dianbiao, Ma, Chi, Wang, Miao, Vu, Huong Thi, Vanderborght, Bram, Sun, Yuanxi

“…Due to the increasing resolution and usage requirements of sensors and the increasing computational cost of algorithms, the application of existing human…”
Získat plný text

Continuous estimation of upper limb joint angle from sEMG signals based on SCA-LSTM deep learning approach Autor Ma, Chenfei, Lin, Chuang, Samuel, Oluwarotimi Williams, Xu, Lisheng, Li, Guanglin

“…[Display omitted] •A deep learning neural network named short-connected autoencoder long short term memory based is proposed, and successfully solved the…”
Získat plný text