Towards Integration of Domain Knowledge-Guided Feature Engineering and Deep Feature Learning in Surface Electromyography-Based Hand Movement Recognition

Grasping force prediction based on sEMG signals

(2020) Ruyi Ma et al.   Alexandria Engineering Journal

Intelligent human computer interaction based on non redundant EMG signal

(2020) Ying Sun et al.   Alexandria Engineering Journal

Automatic discovery of resource-restricted Convolutional Neural Network topologies for myoelectric pattern recognition

(2020) Alexander E. Olsson et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Gesture recognition based on surface electromyography ‐feature image

(2020) Yangwei Cheng et al.   CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE

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

A Low-Cost, Wireless, 3-D-Printed Custom Armband for sEMG Hand Gesture Recognition

(2019) Ulysse Côté-Allard et al.   SENSORS

Surface-Electromyography-Based Gesture Recognition by Multi-View Deep Learning

(2019) Wentao Wei et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Stable Responsive EMG Sequence Prediction and Adaptive Reinforcement With Temporal Convolutional Networks

(2019) Joseph L. Betthauser et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A Framework of Temporal-Spatial Descriptors-Based Feature Extraction for Improved Myoelectric Pattern Recognition

(2017) Rami N. Khushaba et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

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

(2017) Wentao Wei et al.   PATTERN RECOGNITION LETTERS

Comparison of six electromyography acquisition setups on hand movement classification tasks

(2017) Stefano Pizzolato et al.   PLoS One

Surface EMG-Based Inter-Session Gesture Recognition Enhanced by Deep Domain Adaptation

(2017) Yu Du et al.   SENSORS

Self-Recalibrating Surface EMG Pattern Recognition for Neuroprosthesis Control Based on Convolutional Neural Network

(2017) Xiaolong Zhai et al.   Frontiers in Neuroscience

Deep Learning with Convolutional Neural Networks Applied to Electromyography Data: A Resource for the Classification of Movements for Prosthetic Hands

(2016) Manfredo Atzori et al.   Frontiers in Neurorobotics

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

Use of supervised discretization with PCA in wavelet packet transformation-based surface electromyogram classification

(2009) Kirkpong Kiatpanichagij et al.   Biomedical Signal Processing and Control