Multi-channel electromyography pattern classification using deep belief networks for enhanced user experience

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

(2013) Abdulhamit Subasi   COMPUTERS IN BIOLOGY AND MEDICINE

Intuitive, Online, Simultaneous, and Proportional Myoelectric Control Over Two Degrees-of-Freedom in Upper Limb Amputees

(2013) Ning Jiang et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Comparison of wrist motion classification methods using surface electromyogram

(2013) Eui-chul Jeong et al.   Journal of Central South University

Classification of Simultaneous Movements Using Surface EMG Pattern Recognition

(2012) A. J. Young et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Acoustic Modeling Using Deep Belief Networks

(2011) Abdel-rahman Mohamed et al.   IEEE Transactions on Audio Speech and Language Processing

Influence of the training set on the accuracy of surface EMG classification in dynamic contractions for the control of multifunction prostheses

(2011) Thomas Lorrain et al.   Journal of NeuroEngineering and Rehabilitation

Electromyogram pattern recognition for control of powered upper-limb prostheses: State of the art and challenges for clinical use

(2011) Erik Scheme et al.   JOURNAL OF REHABILITATION RESEARCH AND DEVELOPMENT

Surface EMG pattern recognition for real-time control of a wrist exoskeleton

(2010) Zeeshan O Khokhar et al.   Biomedical Engineering Online

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