guido151 / Conditional-EEG-DiffusionLinks
Conditional EEG diffusion model
☆16Updated last year
Alternatives and similar repositories for Conditional-EEG-Diffusion
Users that are interested in Conditional-EEG-Diffusion are comparing it to the libraries listed below
Sorting:
- Code for the paper published in Deep Generative Models for Health Workshop at the Neurips 2023.☆62Updated last year
- ☆13Updated last year
- Towards Domain Free Transformer for Generalized EEG Pre-training☆29Updated 8 months ago
- An implementation of Denoising Diffusion Probabilistic Models (DDPM) in PyTorch for EEG-based image reconstruction.☆48Updated 2 years ago
- Brain EEG signal data augmentation using synthetic signals generated by a single step diffusion probabilistic model.☆21Updated 2 years ago
- Implementation of Domain Specific Denoising Diffusion Probabilistic Models for Brain Dynamics/EEG Signals☆63Updated 2 years ago
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆25Updated last year
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆15Updated last year
- ☆48Updated 3 months ago
- ☆27Updated last year
- Deep Learning with EEG.☆24Updated 3 months ago
- A Lightweight and High Performance Neural network for MI-EEG decoding☆37Updated 10 months ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆31Updated 8 months ago
- Using Stable Diffusion on the DEAP Dataset to argument new data and improve classification☆22Updated 2 years ago
- KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs☆81Updated 3 months ago
- The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"☆18Updated 3 years ago
- PyTorch implementation of EEGDfus☆20Updated 3 months ago
- ☆10Updated 4 years ago
- ☆21Updated 2 years ago
- Using GAN to create synthetic and partially synthetic EEG data to augment training sets for motor imagery interaction tasks☆13Updated 6 years ago
- This repository contains the python scripts developed as a part of the work presented in the paper "STAnet: A Spatiotemporal Attention Ne…☆15Updated 2 years ago
- ☆19Updated 2 years ago
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆246Updated last week
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆49Updated 3 years ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆81Updated last week
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆63Updated 3 months ago
- code for LMDA☆87Updated 2 years ago
- Global Adaptive Transformer for Cross-Subject EEG Classification.☆30Updated 2 years ago
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆177Updated 2 years ago
- ☆13Updated 2 years ago