MischaRauch / Stable_Diffusion_on_EEG_SignalsLinks
Using Stable Diffusion on the DEAP Dataset to argument new data and improve classification
☆22Updated 2 years ago
Alternatives and similar repositories for Stable_Diffusion_on_EEG_Signals
Users that are interested in Stable_Diffusion_on_EEG_Signals are comparing it to the libraries listed below
Sorting:
- ☆13Updated last year
- Brain EEG signal data augmentation using synthetic signals generated by a single step diffusion probabilistic model.☆21Updated 2 years ago
- ☆20Updated 10 months ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆49Updated 3 years ago
- An implementation of Denoising Diffusion Probabilistic Models (DDPM) in PyTorch for EEG-based image reconstruction.☆47Updated 2 years ago
- Code for the paper "EEG Channel Interpolation Using Deep Encoder-decoder Networks"☆26Updated 3 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
- SOTA methods for performing emotion classification using Transformers.☆21Updated 3 years ago
- Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals☆51Updated last year
- A Lightweight and High Performance Neural network for MI-EEG decoding☆38Updated 10 months ago
- Implementation of Domain Specific Denoising Diffusion Probabilistic Models for Brain Dynamics/EEG Signals☆63Updated 2 years ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆82Updated last month
- Conditional EEG diffusion model☆16Updated last year
- ☆49Updated 4 months ago
- SPD-CNN: A Plain CNN-Based Model Using the Symmetric Positive Definite Matrices for Cross-Subject EEG Classification with Meta-Transfer-L…☆24Updated 3 years ago
- ☆20Updated 5 years ago
- Code to accompany our International Conference on Pattern Recognition (ICPR) paper entitled - Leveraging Synthetic Subject Invariant EEG …☆44Updated 6 months ago
- IEEE Transactions on Emerging Topics in Computational Intelligence☆72Updated 9 months ago
- Exploration of diffuison-based generative model to sychronizing brain dynamics from semantic language input.☆41Updated 2 years ago
- ☆34Updated 10 months ago
- This repository contains information on emotion recognition from eeg signals using DEAP data set☆10Updated 4 years ago
- This is a community implementation of EEG-ConvTransformer☆17Updated 2 years ago
- Towards Domain Free Transformer for Generalized EEG Pre-training☆29Updated 9 months ago
- code for NeurIPS_competition☆28Updated 4 years ago
- ☆29Updated last year
- ☆32Updated 5 months ago
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆15Updated last year
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆54Updated 2 years ago
- code for LMDA☆87Updated 2 years ago
- Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]☆53Updated last year