A Novel Surface Electromyographic Signal-Based Hand Gesture Prediction Using a Recurrent Neural Network

Advanced Hand Gesture Prediction Robust to Electrode Shift with an Arbitrary Angle

(2020) Zhenjin Xu et al.   SENSORS

Surface EMG signal classification using ternary pattern and discrete wavelet transform based feature extraction for hand movement recognition

(2020) Turker Tuncer et al.   Biomedical Signal Processing and Control

sEMG-based continuous estimation of grasp movements by long-short term memory network

(2020) Chao Wang et al.   Biomedical Signal Processing and Control

Nonlinear dynamics of coupling rub-impact of double translational joints with subsidence considering the flexibility of piston rod

(2020) Shungen Xiao et al.   NONLINEAR DYNAMICS

Real-Time Hand Gesture Recognition Using Surface Electromyography and Machine Learning: A Systematic Literature Review

(2020) Andrés Jaramillo-Yánez et al.   SENSORS

Bayesian linear regression for surface roughness prediction

(2020) Dongdong Kong et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Inferring Static Hand Poses from a Low-Cost Non-Intrusive sEMG Sensor

(2019) Nadia Nasri et al.   SENSORS

Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer Learning

(2019) Ulysse Cote-Allard et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Real-Time Surface EMG Pattern Recognition for Hand Gestures Based on an Artificial Neural Network

(2019) Zhang et al.   SENSORS

Bio-inspired motion planning for reaching movement of a manipulator based on intrinsic tau jerk guidance

(2019) Zhen Zhang et al.   Advances in Manufacturing

Remaining useful life prediction for supercapacitor based on long short-term memory neural network

(2019) Yanting Zhou et al.   JOURNAL OF POWER SOURCES

EMG-based online classification of gestures with recurrent neural networks

(2019) Miguel Simão et al.   PATTERN RECOGNITION LETTERS

Estimation of Knee Movement from Surface EMG Using Random Forest with Principal Component Analysis

(2019) Zhong Li et al.   Electronics

A bionic hand controlled by hand gesture recognition based on surface EMG signals: A preliminary study

(2018) Wan-Ting Shi et al.   Biocybernetics and Biomedical Engineering

sEMG-Based Gesture Recognition with Convolution Neural Networks

(2018) Zhen Ding et al.   Sustainability

Real-Time Myocontrol of a Human-Computer Interface by Paretic Muscles after Stroke

(2018) Chun Yang et al.   IEEE Transactions on Cognitive and Developmental Systems

A novel attention-based hybrid CNN-RNN architecture for sEMG-based gesture recognition

(2018) Yu Hu et al.   PLoS One

Hand Gesture Recognition Based Omnidirectional Wheelchair Control Using IMU and EMG Sensors

(2017) Ananda Sankar Kundu et al.   JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS

A multi-stream convolutional neural network for sEMG-based gesture recognition in muscle-computer interface

(2017) Wentao Wei et al.   PATTERN RECOGNITION LETTERS

A Prosthetic Hand Body Area Controller Based on Efficient Pattern Recognition Control Strategies

(2017) Simone Benatti et al.   SENSORS

Chinese Sign Language Recognition Based on an Optimized Tree-Structure Framework

(2017) Xidong Yang et al.   IEEE Journal of Biomedical and Health Informatics

Distance and mutual information methods for EMG feature and channel subset selection for classification of hand movements

(2016) Haitham M. Al-Angari et al.   Biomedical Signal Processing and Control

EMG Feature Set Selection Through Linear Relationship for Grasp Recognition

(2016) Nayan M. Kakoty et al.   Journal of Medical and Biological Engineering

Gesture recognition by instantaneous surface EMG images

(2016) Weidong Geng et al.   Scientific Reports

Electromyography data for non-invasive naturally-controlled robotic hand prostheses

(2014) Manfredo Atzori et al.   Scientific Data

Real-Time Hand Gesture Detection and Recognition Using Bag-of-Features and Support Vector Machine Techniques

(2011) Nasser H. Dardas et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

A Framework for Hand Gesture Recognition Based on Accelerometer and EMG Sensors

(2011) Xu Zhang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS