[NN 2024] Channel Reflection: Knowledge-Driven Data Augmentation for EEG-based Brain–Computer Interfaces
☆26Mar 30, 2026Updated 5 months ago
Alternatives and similar repositories for EEGAug
Users that are interested in EEGAug are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [KBS 2025] Time-Frequency Transform Based Cross-Subject EEG Data Augmentation☆20Feb 3, 2026Updated 7 months ago
- [IEEE JBHI 2026] DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding☆77Jul 24, 2026Updated 2 months ago
- 主要记录大语言大模型(LLMs) 算法(应用)工程师相关的知识及面试题☆10Oct 22, 2024Updated last year
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆16Sep 8, 2024Updated 2 years ago
- Using GAN to create synthetic and partially synthetic EEG data to augment training sets for motor imagery interaction tasks☆13Aug 27, 2019Updated 7 years 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.
- Deep Neuronal Filter (DNF): A closed-loop filter to remove noise from signals with the help of a noise reference signal.☆14Nov 26, 2025Updated 10 months ago
- PyTorch code for "Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training"☆22Feb 14, 2024Updated 2 years ago
- DDGCNN for ssvep☆15Dec 6, 2023Updated 2 years ago
- ☆13Nov 24, 2023Updated 2 years ago
- ☆35Apr 13, 2023Updated 3 years ago
- Exploration of diffuison-based generative model to sychronizing brain dynamics from semantic language input.☆41Sep 21, 2023Updated 3 years ago
- 常见SSVEP信号处理算法(以空间滤波器为主)☆62Mar 30, 2025Updated last year
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆216Jul 18, 2025Updated last year
- The source code of the OACCA introduced in our IEEE TBME paper (10.1109/TBME.2021.3133594)☆23Jun 21, 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.
- A Benchmark to Study Negative Transfer https://ieeexplore.ieee.org/document/9938381☆17Feb 22, 2023Updated 3 years ago
- A novel graph-temporal model designed for subject-invariant and session-invariant motor imagery EEG (MI-EEG) classification☆12May 24, 2025Updated last year
- ☆119Apr 8, 2024Updated 2 years ago
- ☆55Aug 28, 2026Updated 3 weeks ago
- Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synth…☆75Jun 20, 2024Updated 2 years ago
- This repository is provided for replicating the canonical classifier of SSVEP signals.☆58Apr 5, 2025Updated last year
- ☆11Jun 29, 2022Updated 4 years ago
- ☆13Oct 24, 2023Updated 2 years ago
- ☆20Mar 12, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- This is source code provided for replication of SSVEPNet☆45Mar 3, 2026Updated 6 months ago
- ☆27Nov 6, 2023Updated 2 years ago
- Implementation of Weakly Orthogonal Conjugate Contrast Analysis, with code for related EEG data analysis☆15Dec 13, 2024Updated last year
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆349Aug 7, 2026Updated last month
- Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models (NeurIPS 2023 Oral)☆29Mar 28, 2024Updated 2 years ago
- [ICLR 2025] BrainUICL: An Unsupervised Individual Continual Learning Framework for EEG Applications☆42Jul 19, 2025Updated last year
- [TNSRE 23] EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.☆763Jul 24, 2024Updated 2 years ago
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆122Jun 23, 2025Updated last year
- Using DCGAN, WGAN & WGAN-GP in Augmentation of EEG data for BCIs☆13Jan 5, 2022Updated 4 years 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.
- An implementation of Denoising Diffusion Probabilistic Models (DDPM) in PyTorch for EEG-based image reconstruction.☆45Aug 5, 2026Updated last month
- Matlab codes for the Online SSVEP-based BCI using Riemannian Geometry algorithm☆53Jan 8, 2018Updated 8 years ago
- This is a comprehensive list of Heterogeneous Transfer Learning methods with their resource (paper, code and data).☆33Jul 22, 2024Updated 2 years ago
- PyTorch implementation for the paper "The Case for Cleaner Biosignals: High-fidelity Neural Compressor Enables Transfer from Cleaner iEEG…☆23Sep 18, 2025Updated last year
- This repo is created to provide some state-of-the-art (SOTA) deep learning-based classifier for SSVEP decoding.☆59Feb 22, 2025Updated last year
- Matlab code of our IEEE TASE paper "Wong, C. M., Wang, Z., Rosa, A. C., Chen, C. P., Jung, T. P., Hu, Y., & Wan, F. (2021). Transferring …☆20Dec 4, 2023Updated 2 years ago
- ☆19Feb 21, 2025Updated last year