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1. EEGNet EEGNet Public

   This project focuses on implementing CNN model based on the EEGNet architecture with Pytorch library for classifying motor imagery tasks using EEG data.

   Jupyter Notebook 105 4

2. MRISkullStripping MRISkullStripping Public

   Developing a UNet3D model for accurate MRI skull stripping using the Calgary Campinas 359 dataset, enhancing neuroimaging preprocessing workflows.

   Jupyter Notebook 92 2

3. EEG-MSCNN EEG-MSCNN Public

   This project explores the impact of Multi-Scale CNNs on the classification of EEG signals in Brain-Computer Interface (BCI) systems. By comparing the performance of two models, EEGNet and MSTANN, t…

   Jupyter Notebook 72

4. EEGDataAugmentations EEGDataAugmentations Public

   GitHub repository featuring EEG data augmentation methods for neural network training.

   Jupyter Notebook 72