Using Stable Diffusion on the DEAP Dataset to argument new data and improve classification
☆22Jun 23, 2023Updated 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:
- Brain EEG signal data augmentation using synthetic signals generated by a single step diffusion probabilistic model.☆21Feb 21, 2023Updated 3 years ago
- Exploration of diffuison-based generative model to sychronizing brain dynamics from semantic language input.☆41Sep 21, 2023Updated 2 years ago
- Diffusion for EEG☆11Jan 2, 2023Updated 3 years ago
- ☆13Mar 5, 2024Updated 2 years ago
- A Pytorch implementation of our paper "Adaptive Spatial-Temporal Aware Graph Learning for EEG-based Emotion Recognition".☆17Jan 8, 2024Updated 2 years ago
- An implementation of Denoising Diffusion Probabilistic Models (DDPM) in PyTorch for EEG-based image reconstruction.☆47Apr 20, 2023Updated 2 years ago
- SPD-CNN: A Plain CNN-Based Model Using the Symmetric Positive Definite Matrices for Cross-Subject EEG Classification with Meta-Transfer-L…☆24Sep 22, 2022Updated 3 years ago
- Code for the paper published in Deep Generative Models for Health Workshop at the Neurips 2023.☆62Feb 9, 2024Updated 2 years ago
- Implementation of Domain Specific Denoising Diffusion Probabilistic Models for Brain Dynamics/EEG Signals☆64Nov 13, 2023Updated 2 years ago
- This repository contains information on emotion recognition from eeg signals using DEAP data set☆10Jul 16, 2021Updated 4 years ago
- We introduce XBrainLab, an open-source user-friendly software, for accelerated interpretation of neural patterns from EEG data based on c…☆13Dec 5, 2025Updated 3 months ago
- Conditional EEG diffusion model☆16Apr 5, 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
- Public EEG-based motor imagery (MI) datasets☆12Feb 1, 2024Updated 2 years ago
- ☆29Sep 19, 2024Updated last year
- Code to deploy a CNN to classify emotions using EEG Signals, based off the DEAP Dataset☆12Mar 2, 2024Updated 2 years ago
- Detect EEG artifacts, outliers, or anomalies using supervised machine learning.☆13Sep 19, 2020Updated 5 years ago
- EEG-based Emotion Recognition using Deep Reinforcement Learning☆17Dec 31, 2023Updated 2 years ago
- [KBS 2025] Time-Frequency Transform Based Cross-Subject EEG Data Augmentation☆18Feb 3, 2026Updated last month
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆18Oct 11, 2023Updated 2 years ago
- ☆20Mar 5, 2021Updated 5 years ago
- Explore the differences between sliding window and full-epoch models on MEG data and use PFI to uncover neuroscientific insights.☆18May 21, 2024Updated last year
- ☆49Sep 30, 2025Updated 5 months ago
- ☆20Mar 25, 2025Updated 11 months ago
- Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals☆51Nov 25, 2024Updated last year
- ☆20May 19, 2020Updated 5 years ago
- Toward Fully-End-to-End Listened Speech Decoding from EEG Signals (Interspeech 2024)☆26Jan 3, 2025Updated last year
- Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]☆53Mar 21, 2024Updated last year
- ☆29Jul 17, 2024Updated last year
- Analysis of EEG Signals and Facial Expressions for Continuous Emotion Detection code☆26Nov 30, 2025Updated 3 months ago
- [CHIL 2024] Interpretation of Intracardiac Electrograms Through Textual Representations☆12Sep 4, 2024Updated last year
- Machine learning on the CHB-MIT scalp EEG database☆28Apr 11, 2022Updated 3 years ago
- Code for the paper "EEG Channel Interpolation Using Deep Encoder-decoder Networks"☆26Apr 20, 2022Updated 3 years ago
- Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementat…☆66Apr 27, 2023Updated 2 years ago
- This repository compares typical and advanced modeling approaches for EEG Emotion Recognition.☆30Sep 18, 2022Updated 3 years ago
- ☆30Jun 25, 2025Updated 8 months ago
- Support paper for Cross-Subject EEG Emotion Classification based on Few-Label Adversarial Domain Adaption☆28Jul 23, 2021Updated 4 years ago
- ☆11Jul 7, 2022Updated 3 years ago
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆78Feb 22, 2023Updated 3 years ago