Adaptive Windowing Framework for Surface Electromyogram-Based Pattern Recognition System for Transradial Amputees

A Novel Unsupervised Adaptive Learning Method for Long-Term Electromyography (EMG) Pattern Recognition

(2017) Qi Huang et al.   SENSORS

Combined influence of forearm orientation and muscular contraction on EMG pattern recognition

(2016) Rami N. Khushaba et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

A Review of Classification Techniques of EMG Signals during Isotonic and Isometric Contractions

(2016) Nurhazimah Nazmi et al.   SENSORS

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

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

Adaptive myoelectric pattern recognition toward improved multifunctional prosthesis control

(2015) Jie Liu   MEDICAL ENGINEERING & PHYSICS

Time series modeling of surface EMG based hand manipulation identification via expectation maximization algorithm

(2015) Yang Lu et al.   NEUROCOMPUTING

Self-Correcting Pattern Recognition System of Surface EMG Signals for Upper Limb Prosthesis Control

(2014) Sebastian Amsuss et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

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

Proceedings of the first workshop on Peripheral Machine Interfaces: going beyond traditional surface electromyography

(2014) Claudio Castellini et al.   Frontiers in Neurorobotics

Confidence-Based Rejection for Improved Pattern Recognition Myoelectric Control

(2013) E. J. Scheme et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Application of a self-enhancing classification method to electromyography pattern recognition for multifunctional prosthesis control

(2013) Xinpu Chen et al.   Journal of NeuroEngineering and Rehabilitation

Boosting-Based EMG Patterns Classification Scheme for Robustness Enhancement

(2013) Zhijun Li et al.   IEEE Journal of Biomedical and Health Informatics

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

Dynamical Characteristics of Surface EMG Signals of Hand Grasps via Recurrence Plot

(2013) Gaoxiang Ouyang et al.   IEEE Journal of Biomedical and Health Informatics

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

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

Myoelectric Control of Artificial Limbs—Is There a Need to Change Focus? [In the Spotlight]

(2012) Ning Jiang et al.   IEEE SIGNAL PROCESSING MAGAZINE

Machine Learning-Based Method for Personalized and Cost-Effective Detection of Alzheimer's Disease

(2012) Javier Escudero et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Selective Classification for Improved Robustness of Myoelectric Control Under Nonideal Conditions

(2011) E J Scheme et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Determining the Optimal Window Length for Pattern Recognition-Based Myoelectric Control: Balancing the Competing Effects of Classification Error and Controller Delay

(2011) L H Smith et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Resolving the Limb Position Effect in Myoelectric Pattern Recognition

(2011) A. Fougner et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

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

Multiple Binary Classifications via Linear Discriminant Analysis for Improved Controllability of a Powered Prosthesis

(2010) L.J. Hargrove et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

SRDA: An Efficient Algorithm for Large-Scale Discriminant Analysis

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