├── LICENSE.md ├── README.md ├── docs ├── HowToUse │ ├── create_parameter_page.py │ ├── datastructure.md │ ├── functions.md │ ├── install.md │ └── parameters.md ├── Research │ ├── EEG-GAN v1.md │ ├── EEG-GAN v2 interactive.ipynb │ ├── EEG-GAN v2.md │ └── Images │ │ ├── Figure 4 - GAN Classification Results.png │ │ └── Figure 5. Classification.png ├── Tutorials │ ├── Tutorial_AEGAN.ipynb │ └── Tutorial_VAE.ipynb └── index.md ├── eeggan ├── __init__.py ├── __main__.py ├── autoencoder_training_main.py ├── auxiliary │ ├── checkpoint_to_csv.py │ ├── create_averaged_erps.py │ └── data_downsampling.py ├── data │ ├── eeggan_training_example.csv │ └── eeggan_validation_example.csv ├── gan_training_main.py ├── generate_samples_main.py ├── get_gan_config.py ├── helpers │ ├── dataloader.py │ ├── ddp_training.py │ ├── get_master.py │ ├── initialize_gan.py │ ├── system_inputs.py │ ├── trainer.py │ ├── visualize_pca.py │ └── visualize_spectogram.py ├── nn_architecture │ ├── ae_networks.py │ ├── losses.py │ ├── models.py │ ├── tts_gan_components.py │ └── vae_networks.py ├── setup_tutorial_main.py ├── tests │ ├── test_ae_training.py │ ├── test_functionality.py │ ├── test_gan_training.py │ ├── test_generate_samples.py │ ├── test_multi-electrode.py │ ├── test_synthetic.py │ └── test_visualization.py ├── trained_ae │ └── pretrained_autoencoder.pt ├── trained_models │ └── pretrained_gan.pt ├── vae_training_main.py └── visualize_main.py ├── mkdocs.yml └── pyproject.toml /LICENSE.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AutoResearch/EEG-GAN/HEAD/LICENSE.md -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AutoResearch/EEG-GAN/HEAD/README.md -------------------------------------------------------------------------------- /docs/HowToUse/create_parameter_page.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AutoResearch/EEG-GAN/HEAD/docs/HowToUse/create_parameter_page.py -------------------------------------------------------------------------------- /docs/HowToUse/datastructure.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AutoResearch/EEG-GAN/HEAD/docs/HowToUse/datastructure.md -------------------------------------------------------------------------------- /docs/HowToUse/functions.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AutoResearch/EEG-GAN/HEAD/docs/HowToUse/functions.md -------------------------------------------------------------------------------- /docs/HowToUse/install.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AutoResearch/EEG-GAN/HEAD/docs/HowToUse/install.md -------------------------------------------------------------------------------- /docs/HowToUse/parameters.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AutoResearch/EEG-GAN/HEAD/docs/HowToUse/parameters.md -------------------------------------------------------------------------------- /docs/Research/EEG-GAN v1.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AutoResearch/EEG-GAN/HEAD/docs/Research/EEG-GAN v1.md -------------------------------------------------------------------------------- /docs/Research/EEG-GAN v2 interactive.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AutoResearch/EEG-GAN/HEAD/docs/Research/EEG-GAN v2 interactive.ipynb -------------------------------------------------------------------------------- /docs/Research/EEG-GAN v2.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AutoResearch/EEG-GAN/HEAD/docs/Research/EEG-GAN v2.md -------------------------------------------------------------------------------- /docs/Research/Images/Figure 4 - GAN Classification Results.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AutoResearch/EEG-GAN/HEAD/docs/Research/Images/Figure 4 - GAN Classification Results.png -------------------------------------------------------------------------------- /docs/Research/Images/Figure 5. 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