Classification complexity in myoelectric pattern recognition

A Versatile Embedded Platform for EMG Acquisition and Gesture Recognition

(2015) Simone Benatti et al.   IEEE Transactions on Biomedical Circuits and Systems

A real-time, practical sensor fault-tolerant module for robust EMG pattern recognition

(2015) Xiaorong Zhang et al.   Journal of NeuroEngineering and Rehabilitation

Cardinality as a highly descriptive feature in myoelectric pattern recognition for decoding motor volition

(2015) Max Ortiz-Catalan   Frontiers in Neuroscience

Real-Time and Simultaneous Control of Artificial Limbs Based on Pattern Recognition Algorithms

(2014) Max Ortiz-Catalan et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

EMG feature assessment for myoelectric pattern recognition and channel selection: A study with incomplete spinal cord injury

(2014) Jie Liu et al.   MEDICAL ENGINEERING & PHYSICS

Treatment of phantom limb pain (PLP) based on augmented reality and gaming controlled by myoelectric pattern recognition: a case study of a chronic PLP patient

(2014) Max Ortiz-Catalan et al.   Frontiers in Neuroscience

Feature reduction and selection for EMG signal classification

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

High-Density Myoelectric Pattern Recognition Toward Improved Stroke Rehabilitation

(2012) Xu Zhang et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Quantification of Feature Space Changes With Experience During Electromyogram Pattern Recognition Control

(2012) Nathan E. Bunderson et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Hellinger distance decision trees are robust and skew-insensitive

(2011) David A. Cieslak et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Selective Classification for Improved Robustness of Myoelectric Control Under Nonideal Conditions

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

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

The Fisher-Markov Selector: Fast Selecting Maximally Separable Feature Subset for Multiclass Classification with Applications to High-Dimensional Data

(2010) Qiang Cheng et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

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

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