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

Journal of rehabilitation research and development, 2011-01, Vol.48 (6), p.643-659

2011

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A Deep Transfer Learning Approach to Reducing the Effect of Electrode Shift in EMG Pattern Recognition-Based Control

IEEE transactions on neural systems and rehabilitation engineering, 2020-02, Vol.28 (2), p.370-379

2020

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Targeted muscle reinnervation for real-time myoelectric control of multifunction artificial arms

JAMA : the journal of the American Medical Association, 2009-02, Vol.301 (6), p.619

2009

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Real-time, simultaneous myoelectric control using a convolutional neural network

PloS one, 2018-09, Vol.13 (9), p.e0203835-e0203835

2018

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High-density force myography: A possible alternative for upper-limb prosthetic control

Journal of rehabilitation research and development, 2016-01, Vol.53 (4), p.443-456

2016

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Continuous Locomotion-Mode Identification for Prosthetic Legs Based on Neuromuscular-Mechanical Fusion

IEEE transactions on biomedical engineering, 2011-10, Vol.58 (10), p.2867-2875

2011

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Validation of a Selective Ensemble-Based Classification Scheme for Myoelectric Control Using a Three-Dimensional Fitts' Law Test

IEEE transactions on neural systems and rehabilitation engineering, 2013-07, Vol.21 (4), p.616-623

2013

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Extracting Simultaneous and Proportional Neural Control Information for Multiple-DOF Prostheses From the Surface Electromyographic Signal

IEEE transactions on biomedical engineering, 2009-04, Vol.56 (4), p.1070-1080

2009

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The Influence of Training With Visual Biofeedback on the Predictability of Myoelectric Control Usability

IEEE transactions on neural systems and rehabilitation engineering, 2022, Vol.30, p.878-892

2022

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Support Vector Regression for Improved Real-Time, Simultaneous Myoelectric Control

IEEE transactions on neural systems and rehabilitation engineering, 2014-11, Vol.22 (6), p.1198-1209

2014

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A Gaussian mixture model based classification scheme for myoelectric control of powered upper limb prostheses

IEEE transactions on biomedical engineering, 2005-11, Vol.52 (11), p.1801-1811

2005

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Principal Components Analysis Preprocessing for Improved Classification Accuracies in Pattern-Recognition-Based Myoelectric Control

IEEE transactions on biomedical engineering, 2009-05, Vol.56 (5), p.1407-1414

2009

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A Multi-Variate Approach to Predicting Myoelectric Control Usability

IEEE transactions on neural systems and rehabilitation engineering, 2021, Vol.29, p.1312-1327

2021

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Confidence-Based Rejection for Improved Pattern Recognition Myoelectric Control

IEEE transactions on biomedical engineering, 2013-06, Vol.60 (6), p.1563-1570

2013

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Selective Classification for Improved Robustness of Myoelectric Control Under Nonideal Conditions

IEEE transactions on biomedical engineering, 2011-06, Vol.58 (6), p.1698-1705

2011

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Simultaneous and Proportional Force Estimation for Multifunction Myoelectric Prostheses Using Mirrored Bilateral Training

IEEE transactions on biomedical engineering, 2011-03, Vol.58 (3), p.681-688

2011

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Generalizing Upper Limb Force Modeling With Transfer Learning: A Multimodal Approach Using EMG and IMU for New Users and Conditions

IEEE transactions on neural systems and rehabilitation engineering, 2024, Vol.32, p.391-400

2024

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

IEEE transactions on neural systems and rehabilitation engineering, 2010-02, Vol.18 (1), p.49-57

2010

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Conventional analysis of trial-by-trial adaptation is biased: Empirical and theoretical support using a Bayesian estimator

PLoS computational biology, 2018-12, Vol.14 (12), p.e1006501-e1006501

2018

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Resolving the Limb Position Effect in Myoelectric Pattern Recognition

IEEE transactions on neural systems and rehabilitation engineering, 2011-12, Vol.19 (6), p.644-651

2011

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Continuous myoelectric control for powered prostheses using hidden Markov models

IEEE transactions on biomedical engineering, 2005-01, Vol.52 (1), p.121-124

2005

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Real-Time, Simultaneous Myoelectric Control Using Force and Position-Based Training Paradigms

IEEE transactions on biomedical engineering, 2014-02, Vol.61 (2), p.279-287

2014

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A proportional control scheme for high density force myography

Journal of neural engineering, 2018-08, Vol.15 (4), p.046029-046029

2018

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An analytical method reduces noise bias in motor adaptation analysis

Scientific reports, 2021-04, Vol.11 (1), p.9245-9245, Article 9245

2021

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Decoding a New Neural Machine Interface for Control of Artificial Limbs

Journal of neurophysiology, 2007-11, Vol.98 (5), p.2974-2982

2007

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

A Deep Transfer Learning Approach to Reducing the Effect of Electrode Shift in EMG Pattern Recognition-Based Control

Targeted muscle reinnervation for real-time myoelectric control of multifunction artificial arms

Real-time, simultaneous myoelectric control using a convolutional neural network

High-density force myography: A possible alternative for upper-limb prosthetic control

Continuous Locomotion-Mode Identification for Prosthetic Legs Based on Neuromuscular-Mechanical Fusion

Validation of a Selective Ensemble-Based Classification Scheme for Myoelectric Control Using a Three-Dimensional Fitts' Law Test

Extracting Simultaneous and Proportional Neural Control Information for Multiple-DOF Prostheses From the Surface Electromyographic Signal

The Influence of Training With Visual Biofeedback on the Predictability of Myoelectric Control Usability

Support Vector Regression for Improved Real-Time, Simultaneous Myoelectric Control

A Gaussian mixture model based classification scheme for myoelectric control of powered upper limb prostheses

Principal Components Analysis Preprocessing for Improved Classification Accuracies in Pattern-Recognition-Based Myoelectric Control

A Multi-Variate Approach to Predicting Myoelectric Control Usability

Confidence-Based Rejection for Improved Pattern Recognition Myoelectric Control

Selective Classification for Improved Robustness of Myoelectric Control Under Nonideal Conditions

Simultaneous and Proportional Force Estimation for Multifunction Myoelectric Prostheses Using Mirrored Bilateral Training

Generalizing Upper Limb Force Modeling With Transfer Learning: A Multimodal Approach Using EMG and IMU for New Users and Conditions

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

Conventional analysis of trial-by-trial adaptation is biased: Empirical and theoretical support using a Bayesian estimator

Resolving the Limb Position Effect in Myoelectric Pattern Recognition

Continuous myoelectric control for powered prostheses using hidden Markov models

Real-Time, Simultaneous Myoelectric Control Using Force and Position-Based Training Paradigms

A proportional control scheme for high density force myography

An analytical method reduces noise bias in motor adaptation analysis

Decoding a New Neural Machine Interface for Control of Artificial Limbs

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