This repository is for the paper "Synthesis of Realistic ECG using Generative Adversarial Networks".
The current files uploaded are for implementing Minibatch Discrimination (MBD) for a 2 Layer CNN discriminator, please note that for ECG data with MBD layers the training does not converge.
You can edit the Model.py
file accordingly to remove MBD layers and/or to add more Convolution-Pooling layer as described in the paper.
Usage:
$python3 train.py