An implementation of Denoising Diffusion Probabilistic Models (DDPM) in PyTorch for EEG-based image reconstruction.
☆47Apr 20, 2023Updated 2 years ago
Alternatives and similar repositories for EEG-diffusion-pytorch
Users that are interested in EEG-diffusion-pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Conditional EEG diffusion model☆17Apr 5, 2024Updated 2 years ago
- ☆29Sep 19, 2024Updated last year
- Implementation of Domain Specific Denoising Diffusion Probabilistic Models for Brain Dynamics/EEG Signals☆64Nov 13, 2023Updated 2 years ago
- Brain EEG signal data augmentation using synthetic signals generated by a single step diffusion probabilistic model.☆21Feb 21, 2023Updated 3 years ago
- Using Stable Diffusion on the DEAP Dataset to argument new data and improve classification☆22Jun 23, 2023Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆20May 19, 2020Updated 5 years ago
- Code to accompany our International Conference on Pattern Recognition (ICPR) paper entitled - Leveraging Synthetic Subject Invariant EEG …☆46Jul 14, 2025Updated 8 months ago
- EEG-DIF: Early Warning of Epileptic Seizures through Generative Diffusion Model-based Multi-channel EEG Signals Forecasting☆35Aug 15, 2025Updated 7 months ago
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆16Sep 8, 2024Updated last year
- Code for the paper published in Deep Generative Models for Health Workshop at the Neurips 2023.☆64Feb 9, 2024Updated 2 years ago
- ☆11Sep 21, 2024Updated last year
- Improving BCIs with generative models synthesizing realistic EEG signals. Co-authored research paper: https://arxiv.org/abs/2402.09453☆12Oct 18, 2025Updated 5 months ago
- SPD-CNN: A Plain CNN-Based Model Using the Symmetric Positive Definite Matrices for Cross-Subject EEG Classification with Meta-Transfer-L…☆25Sep 22, 2022Updated 3 years ago
- Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synth…☆76Jun 20, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This is source code provided for replication of SSVEPNet☆44Mar 3, 2026Updated last month
- Data augmentation for SSVEPs using Source Aliasing Matrix Estimation☆12Dec 25, 2022Updated 3 years ago
- [CogSci 23'] Generate your neural signals from mine: individual-to-individual EEG converters☆31Apr 24, 2023Updated 2 years ago
- ☆30Jun 25, 2025Updated 9 months ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆49Oct 27, 2022Updated 3 years ago
- Code for Cross-Task Neural Architecture Search for EEG Signals☆17Mar 7, 2023Updated 3 years ago
- Analysis of EEG Signals and Facial Expressions for Continuous Emotion Detection code☆27Nov 30, 2025Updated 4 months ago
- Diffusion for EEG☆11Jan 2, 2023Updated 3 years ago
- This repository contains research code for the paper "Generating realistic neurophysiological time series with denoising diffusion probab…☆91May 2, 2025Updated 11 months ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- [KBS 2025] Time-Frequency Transform Based Cross-Subject EEG Data Augmentation☆19Feb 3, 2026Updated 2 months ago
- GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, da…☆170Mar 26, 2020Updated 6 years ago
- Public Models considered for emotion estimation from EEG☆34Sep 8, 2022Updated 3 years ago
- Official implementation of the paper "GANSER: A Self-supervised Data Augmentation Framework for EEG-based Emotion Recognition"☆76May 30, 2022Updated 3 years ago
- [NN 2024] Channel Reflection: Knowledge-Driven Data Augmentation for EEG-based Brain–Computer Interfaces☆25Mar 30, 2026Updated last week
- This repo is created to provide some state-of-the-art (SOTA) deep learning-based classifier for SSVEP decoding.☆53Feb 22, 2025Updated last year
- Deep learning model for EEG artifact removal☆83Jun 16, 2022Updated 3 years ago
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆26Jul 17, 2024Updated last year
- Using GAN to create synthetic and partially synthetic EEG data to augment training sets for motor imagery interaction tasks☆13Aug 27, 2019Updated 6 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- DDGCNN for ssvep☆15Dec 6, 2023Updated 2 years ago
- Repository for Denoising EEG using GANs☆23Nov 25, 2021Updated 4 years ago
- [TNSRE 23] EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.☆721Jul 24, 2024Updated last year
- Code to accompany our International Conference on Robotics and Automation (ICRA) paper entitled - Using variable natural environment brai…☆14Jun 20, 2024Updated last year
- ☆17Dec 16, 2024Updated last year
- ☆13Mar 5, 2024Updated 2 years ago
- Exploration of diffuison-based generative model to sychronizing brain dynamics from semantic language input.☆41Sep 21, 2023Updated 2 years ago