Identification of a feature selection based pattern recognition scheme for finger movement recognition from multichannel EMG signals

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

Robust EMG pattern recognition in the presence of confounding factors: features, classifiers and adaptive learning

(2018) Yikun Gu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Does Heel Height Cause Imbalance during Sit-to-Stand Task: Surface EMG Perspective

(2017) Ganesh R. Naik et al.   Frontiers in Physiology

Single-Channel EMG Classification With Ensemble-Empirical-Mode-Decomposition-Based ICA for Diagnosing Neuromuscular Disorders

(2016) Ganesh R. Naik et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Evaluating EMG Feature and Classifier Selection for Application to Partial-Hand Prosthesis Control

(2016) Adenike A. Adewuyi et al.   Frontiers in Neurorobotics

Is it Finger or Wrist Dexterity That is Missing in Current Hand Prostheses?

(2015) Federico Montagnani et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Nonnegative Matrix Factorization for the Identification of EMG Finger Movements: Evaluation Using Matrix Analysis

(2015) Ganesh R. Naik et al.   IEEE Journal of Biomedical and Health Informatics

The Extraction of Neural Information from the Surface EMG for the Control of Upper-Limb Prostheses: Emerging Avenues and Challenges

(2014) Dario Farina et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Classification of EMG signals using PSO optimized SVM for diagnosis of neuromuscular disorders

(2013) Abdulhamit Subasi   COMPUTERS IN BIOLOGY AND MEDICINE

Classification of EMG signals using combined features and soft computing techniques

(2012) Abdulhamit Subasi   APPLIED SOFT COMPUTING

Pattern recognition of number gestures based on a wireless surface EMG system

(2012) Xun Chen et al.   Biomedical Signal Processing and Control

Application of Linear Discriminant Analysis in Dimensionality Reduction for Hand Motion Classification

(2012) A. Phinyomark et al.   Measurement Science Review

Identification of motion from multi-channel EMG signals for control of prosthetic hand

(2011) P. Geethanjali et al.   AUSTRALASIAN PHYSICAL & ENGINEERING SCIENCES IN MEDICINE

Ant colony optimization-based feature selection method for surface electromyography signals classification

(2011) Hu Huang et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Identification of EMG signals using discriminant analysis and SVM classifier

(2011) Ahmet Alkan et al.   EXPERT SYSTEMS WITH APPLICATIONS

Myoelectric forearm prostheses: State of the art from a user-centered perspective

(2011) Bart Peerdeman et al.   JOURNAL OF REHABILITATION RESEARCH AND DEVELOPMENT

Online Electromyographic Control of a Robotic Prosthesis

(2008) P. Shenoy et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING