Using DCGAN, WGAN & WGAN-GP in Augmentation of EEG data for BCIs
☆13Jan 5, 2022Updated 4 years ago
Alternatives and similar repositories for EEG-GANs
Users that are interested in EEG-GANs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆30Jun 25, 2025Updated last year
- In AugmentBrain we investigate the performance of different data augmentation methods for the classification of Motor Imagery (MI) data u…☆22Jun 7, 2021Updated 5 years ago
- GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, da…☆169Mar 26, 2020Updated 6 years ago
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆16Sep 8, 2024Updated 2 years ago
- Codebase of 'MADE-for-ASD: A Multi-Atlas Deep Ensemble Network for Diagnosing Autism Spectrum Disorder'☆14Jun 3, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code for processing EEG data with Riemannian and deep learning-based classifiers. Additionally provides methods for data augmentation inc…☆31Aug 30, 2020Updated 6 years ago
- Code to accompany our International Conference on Pattern Recognition (ICPR) paper entitled - Leveraging Synthetic Subject Invariant EEG …☆45Jul 14, 2025Updated last year
- ☆12Dec 6, 2024Updated last year
- ☆12May 12, 2025Updated last year
- Developed an best EEG Channel Selection Model Using Technique like MIMR☆10May 1, 2022Updated 4 years ago
- Python implementation of the DTCWT☆13Mar 20, 2019Updated 7 years ago
- Official implementation of the paper "GANSER: A Self-supervised Data Augmentation Framework for EEG-based Emotion Recognition"☆77May 30, 2022Updated 4 years ago
- The implementations for NeurIPS 2024 paper "Leveraging Tumor Heterogeneity: Heterogeneous Graph Representation Learning for Cancer Surviv…☆16Jun 11, 2025Updated last year
- Evaluation of Neural Networks for Classifying Electroencephalography (EEG) Data☆11Mar 15, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆10Sep 17, 2020Updated 6 years ago
- ☆13Oct 24, 2023Updated 2 years ago
- Community detection on Hollywood actors using various models: Louvain, Clauset-Newman-Moore, GCN, GraphSage, and GAT.☆10Dec 11, 2019Updated 6 years ago
- ☆11Jan 24, 2024Updated 2 years ago
- EEG/MEG data preprocessing and analyses framework☆13May 2, 2022Updated 4 years ago
- Various automated MATLAB pipelines for preprocessing EEG☆13Feb 25, 2020Updated 6 years ago
- LSTM Autoencoder that works with variable timesteps☆16Aug 24, 2018Updated 8 years ago
- 跨专业补计算机基础知识(Physics --> Computer science)☆11Jan 13, 2020Updated 6 years ago
- Emotional Classification with the DEAP dataset using EEGLAB, matlab and python. Currently in the status of developing a more efficient an…☆20Jul 5, 2020Updated 6 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- We propose LightCNN, a lightweight CNN architecture designed for efficient and effective Parkinson's disease classification using EEG dat…☆20Sep 4, 2024Updated 2 years ago
- CRsAE (constrained recurrent sparse autoencoder)☆16Jul 10, 2026Updated 2 months ago
- ☆16Sep 6, 2018Updated 8 years ago
- LFSRDiff: Light Field Image Super-Resolution via Diffusion Models☆16Sep 9, 2024Updated 2 years ago
- CUDAICA on Windows☆12Oct 16, 2023Updated 2 years ago
- Data augmentation using synthetic data for time series classification with deep residual networks☆10Aug 5, 2019Updated 7 years ago
- Example methods for estimation of phase of brain-rhythms for real-time use☆12Dec 3, 2024Updated last year
- ☆22Jul 1, 2026Updated 2 months ago
- ☆18Jun 18, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A novel spatial multi-modal omics framework, named PRototype-Aware Graph Adaptative aggregation (PRAGA) for spatial multi-modal omics ana…☆20May 29, 2025Updated last year
- End-to-End EEG Pipeline for cleaning, filtering, ICA, mass-univariate, and decoding analysis using MNE python☆24Jun 28, 2022Updated 4 years ago
- ☆20Dec 23, 2025Updated 9 months ago
- paper for “Multiscale space-time-frequency feature-guided multitask learning CNN for motor imagery EEG classification”☆13Nov 2, 2020Updated 5 years ago
- Class to automatic create Convolutional Neural Network in PyTorch☆15Aug 14, 2021Updated 5 years ago
- related data process code for MDKG construction and application☆15Jun 19, 2025Updated last year
- Winning code for the Object Manipulation MyoChallenge Track at NeurIPS 2023☆19Jun 11, 2024Updated 2 years ago