Search Results for author: Rafael Anicet Zanini

Found 2 papers, 2 papers with code

Parkinson’s Disease EMG Data Augmentation and Simulation with DCGANs and Style Transfer

2 code implementations3 May 2020 Rafael Anicet Zanini, Esther Luna Colombini

This paper proposes two new data augmentation approaches based on Deep Convolutional Generative Adversarial Networks (DCGANs) and Style Transfer for augmenting Parkinson’s Disease (PD) electromyography (EMG) signals.

Data Augmentation Electromyography (EMG) +1

Parkinson’s Disease EMG Signal Prediction Using Neural Networks

1 code implementation6 Oct 2019 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, to anticipate resulting resting tremor patterns.

EMG Signal Prediction

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