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EMG Signal Prediction

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Papers

Parkinson’s Disease EMG Signal Prediction Using Neural Networks

2019-10-06 · Rafael Anicet Zanini, Esther Luna Colombini, Maria Claudia Ferrari de Castro

This paper proposes a comparison between different neural network models, using multilayer perceptron (MLPs) and recurrent neural network (RNN) models, for predicting Parkinson's disease electromyography (EMG) signals, t…

Electromyography (EMG)EMG Signal PredictionPrediction

Deep Learning for Musculoskeletal Force Prediction

2018-12-13 · Annals of Biomedical Engineering 2018 12 · Lance Rane, Ziyun Ding, Alison H. McGregor, Anthony M. J. Bull

Musculoskeletal models permit the determination of internal forces acting during dynamic movement, which is clinically useful, but traditional methods may suffer from slowness and a need for extensive input data. Recentl…

Deep LearningElectromyography (EMG)EMG Signal PredictionMedial knee JRF Prediction+2