Body surface potential mapping time series recognition using convolutional and recurrent neural networks
Tomasz Rymarczyk, Dariusz Patryk Wójcik, Łukasz Maciura, Wojciech Rosa, Michal Bartosik · Journal of Physics Conference Series · 2022
Abstract This article shows recognition of biomedical time series from Body Surface Potential Mapping by means of different convolutional and recurrent neural networks models. The various kinds of neural networks models were examined and compared: model with 1D convolutional layer, model with Long - Short Term Memory layer and model with Gated Recurrent Unit layer.