Evaluation of feature extraction techniques and classifiers for finger movement recognition using surface electromyography signal

Improving the Performance Against Force Variation of EMG Controlled Multifunctional Upper-Limb Prostheses for Transradial Amputees

(2016) Ali H. Al-Timemy et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Muscle computer interfaces for driver distraction reduction

(2013) Rami N. Khushaba et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Classification of Finger Movements for the Dexterous Hand Prosthesis Control With Surface Electromyography

(2013) Ali H. Al-Timemy et al.   IEEE Journal of Biomedical and Health Informatics

Bispectrum-based features classification for myoelectric control

(2012) Eugenio C. Orosco et al.   Biomedical Signal Processing and Control

Toward improved control of prosthetic fingers using surface electromyogram (EMG) signals

(2012) Rami N. Khushaba et al.   EXPERT SYSTEMS WITH APPLICATIONS

Feature reduction and selection for EMG signal classification

(2012) Angkoon Phinyomark et al.   EXPERT SYSTEMS WITH APPLICATIONS

INVESTIGATING LONG-TERM EFFECTS OF FEATURE EXTRACTION METHODS FOR CONTINUOUS EMG PATTERN CLASSIFICATION

(2012) ANGKOON PHINYOMARK et al.   FLUCTUATION AND NOISE LETTERS

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

A preliminary investigation assessing the viability of classifying hand postures in seniors

(2011) Mojgan Tavakolan et al.   Biomedical Engineering Online

Application of Wavelet Analysis in EMG Feature Extraction for Pattern Classification

(2011) A. Phinyomark et al.   Measurement Science Review

Comparison of k-nearest neighbor, quadratic discriminant and linear discriminant analysis in classification of electromyogram signals based on the wrist-motion directions

(2010) Kang Soo Kim et al.   CURRENT APPLIED PHYSICS

Orthogonal Fuzzy Neighborhood Discriminant Analysis for Multifunction Myoelectric Hand Control

(2010) Rami N Khushaba et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Portable hand motion classifier for multi-channel surface electromyography recognition using grey relational analysis

(2009) Yi-Chun Du et al.   EXPERT SYSTEMS WITH APPLICATIONS

Targeted Muscle Reinnervation for Real-time Myoelectric Control of Multifunction Artificial Arms

(2009) Todd A. Kuiken   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Decoding of Individuated Finger Movements Using Surface Electromyography

(2008) F.V.G. Tenore et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

SRDA: An Efficient Algorithm for Large-Scale Discriminant Analysis

(2007) Deng Cai et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING