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:
- Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals☆48Nov 25, 2024Updated last year
- Official Repository of 'Transfer learning of an ensemble of DNNs for SSVEP BCI spellers without user-specific training'☆27Sep 22, 2023Updated 2 years ago
- EEG-based Major Depression Disorder Recognition using Swin Transformers☆12Jun 23, 2024Updated 2 years ago
- 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
- Improving BCIs with generative models synthesizing realistic EEG signals. Co-authored research paper: https://arxiv.org/abs/2402.09453☆11Oct 18, 2025Updated 10 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- The final project for ECE C147/C247, which evaluates the performance of CNN + Transformer and CNN + GRU + SimpleRNN models on an EEG data…☆13Mar 29, 2023Updated 3 years ago
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆16Sep 8, 2024Updated last year
- Codebase of 'MADE-for-ASD: A Multi-Atlas Deep Ensemble Network for Diagnosing Autism Spectrum Disorder'☆13Jun 3, 2025Updated last year
- 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
- ☆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
- 常见SSVEP信号处理算法(以空间滤波器为主)☆61Mar 30, 2025Updated last year
- This repo is created to provide some state-of-the-art (SOTA) deep learning-based classifier for SSVEP decoding.☆58Feb 22, 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.
- The implementations for NeurIPS 2024 paper "Leveraging Tumor Heterogeneity: Heterogeneous Graph Representation Learning for Cancer Surviv…☆16Jun 11, 2025Updated last year
- Repository storing MATLAB scripts to estimate activations of shoulder muscles using the Rapid Muscle Redundancy (RMR) solver.☆26Feb 26, 2025Updated last year
- ☆12Nov 2, 2022Updated 3 years ago
- Counterfactual Inference by Machine Learning and Attribution Models☆15Aug 24, 2023Updated 3 years ago
- This code demonstrates a multi-branch deep neural network approach to tackling the problem of multivariate temporal sequence prediction b…☆14Sep 28, 2020Updated 5 years ago
- PyTorch code for "Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training"☆22Feb 14, 2024Updated 2 years ago
- Repo: IEEE TNSRE Article "Modeling EEG data distribution with a Wasserstein Generative Adversarial Network (WGAN) to predict RSVP Events"…☆20Oct 26, 2021Updated 4 years ago
- ☆10Sep 17, 2020Updated 5 years ago
- 一款截图翻译小工具,自带截屏功能,图像识别,翻译功能调用百度接口!☆15Apr 16, 2026Updated 4 months ago
- 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.
- ☆13Oct 24, 2023Updated 2 years ago
- [NN 2024] Channel Reflection: Knowledge-Driven Data Augmentation for EEG-based Brain–Computer Interfaces☆26Mar 30, 2026Updated 5 months ago
- ☆14Jul 7, 2021Updated 5 years ago
- ☆11Jan 24, 2024Updated 2 years ago
- SIM2VR - Running Biomechanical User Simulations in Unity☆18Nov 20, 2024Updated last year
- Graph Few-Shot Class-Incremental Learning via Prototype Representation☆22Aug 14, 2022Updated 4 years ago
- EEG/MEG data preprocessing and analyses framework☆13May 2, 2022Updated 4 years ago
- Structure-aware PRotein ligand INTeraction (SPRINT) is a ultrafast deep learning framework for drug-target interaction prediction.☆21Feb 19, 2026Updated 6 months ago
- LSTM Autoencoder that works with variable timesteps☆16Aug 24, 2018Updated 8 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 跨专业补计算机基础知识(Physics --> Computer science)☆11Jan 13, 2020Updated 6 years ago
- TouchSim is a simulation of the responses of every afferent innervating the glabrous skin of the hand.☆15Aug 21, 2026Updated last week
- 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
- A Python implementation of the TouchSim model to simulate peripheral tactile responses.☆21May 22, 2025Updated last year
- FB-tCNN for SSVEP Classification (TNSRE)☆26Jan 5, 2023Updated 3 years ago
- ☆16Sep 6, 2018Updated 7 years ago
- LFSRDiff: Light Field Image Super-Resolution via Diffusion Models☆16Sep 9, 2024Updated last year