Role of Muscle Synergies in Real-Time Classification of Upper Limb Motions using Extreme Learning Machines
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Title
Role of Muscle Synergies in Real-Time Classification of Upper Limb Motions using Extreme Learning Machines
Authors
Keywords
Electromyography, Myoelectric control, Muscle synergy, Pattern recognition, Real-time control
Journal
Journal of NeuroEngineering and Rehabilitation
Volume 13, Issue 1, Pages -
Publisher
Springer Nature
Online
2016-08-15
DOI
10.1186/s12984-016-0183-0
References
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Note: Only part of the references are listed.- New Trends of Learning in Computational Intelligence [Guest Editorial]
- (2015) Guang-Bin Huang et al. IEEE Computational Intelligence Magazine
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- (2015) Soujanya Poria et al. IEEE Computational Intelligence Magazine
- Towards an intelligent framework for multimodal affective data analysis
- (2015) Soujanya Poria et al. NEURAL NETWORKS
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- (2015) Gao Huang et al. NEURAL NETWORKS
- Acoustic template-matching for automatic emergency state detection: An ELM based algorithm
- (2015) Emanuele Principi et al. NEUROCOMPUTING
- An ELM-based model for affective analogical reasoning
- (2015) Erik Cambria et al. NEUROCOMPUTING
- Embedded Human Control of Robots Using Myoelectric Interfaces
- (2014) Chris Wilson Antuvan et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- The role of muscle synergies in myoelectric control: trends and challenges for simultaneous multifunction control
- (2014) Mark Ison et al. Journal of Neural Engineering
- A comparison of the real-time controllability of pattern recognition to conventional myoelectric control for discrete and simultaneous movements
- (2014) Aaron J Young et al. Journal of NeuroEngineering and Rehabilitation
- EMG feature evaluation for improving myoelectric pattern recognition robustness
- (2013) Angkoon Phinyomark et al. EXPERT SYSTEMS WITH APPLICATIONS
- Is Accurate Mapping of EMG Signals on Kinematics Needed for Precise Online Myoelectric Control?
- (2013) Ning Jiang et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- Extracting Signals Robust to Electrode Number and Shift for Online Simultaneous and Proportional Myoelectric Control by Factorization Algorithms
- (2013) Silvia Muceli et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- A Meta-Cognitive Learning Algorithm for an Extreme Learning Machine Classifier
- (2013) R. Savitha et al. Cognitive Computation
- Modeling the Human Knee for Assistive Technologies
- (2012) Massimo Sartori et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Intention-Based EMG Control for Powered Exoskeletons
- (2012) T. Lenzi et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- An EMG-Based Control for an Upper-Limb Power-Assist Exoskeleton Robot
- (2012) K. Kiguchi et al. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS
- Effect of arm position on the prediction of kinematics from EMG in amputees
- (2012) Ning Jiang et al. MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING
- SEMG-based hand motion recognition using cumulative residual entropy and extreme learning machine
- (2012) Jun Shi et al. MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING
- Circular-ELM for the reduced-reference assessment of perceived image quality
- (2012) Sergio Decherchi et al. NEUROCOMPUTING
- Muscle synergy patterns as physiological markers of motor cortical damage
- (2012) V. C. K. Cheung et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- A Method for the Control of Multigrasp Myoelectric Prosthetic Hands
- (2011) S. A. Dalley et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- Quantifying Pattern Recognition—Based Myoelectric Control of Multifunctional Transradial Prostheses
- (2010) Guanglin Li et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- A Switching Regime Model for the EMG-Based Control of a Robot Arm
- (2010) Panagiotis K Artemiadis et al. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS
- Study of stability of time-domain features for electromyographic pattern recognition
- (2010) Dennis Tkach et al. Journal of NeuroEngineering and Rehabilitation
- Identifying Representative Synergy Matrices for Describing Muscular Activation Patterns During Multidirectional Reaching in the Horizontal Plane
- (2010) Silvia Muceli et al. JOURNAL OF NEUROPHYSIOLOGY
- An EMG Feedback Control Functional Electrical Stimulation Cycling System
- (2009) Chien-Chih Chen et al. Journal of Signal Processing Systems for Signal Image and Video Technology
- On the Shared Control of an EMG-Controlled Prosthetic Hand: Analysis of User–Prosthesis Interaction
- (2008) C. Cipriani et al. IEEE Transactions on Robotics
- A Human--Exoskeleton Interface Utilizing Electromyography
- (2008) Christian Fleischer et al. IEEE Transactions on Robotics
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