[KBS 2025] Time-Frequency Transform Based Cross-Subject EEG Data Augmentation
☆19Feb 3, 2026Updated last month
Alternatives and similar repositories for CSDA
Users that are interested in CSDA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [IEEE JBHI 2025] DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding☆49Mar 3, 2026Updated 3 weeks ago
- [NN 2024] Channel Reflection: Knowledge-Driven Data Augmentation for EEG-based Brain–Computer Interfaces☆25Aug 27, 2024Updated last year
- ☆13Nov 24, 2023Updated 2 years ago
- DynaProp is an efficient RGB-D SLAM system for dynamic environments☆17Dec 5, 2022Updated 3 years ago
- ☆49Sep 30, 2025Updated 5 months ago
- ☆34Sep 5, 2025Updated 6 months ago
- ☆20Jun 14, 2019Updated 6 years ago
- ☆18Oct 6, 2025Updated 5 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
- Using Stable Diffusion on the DEAP Dataset to argument new data and improve classification☆22Jun 23, 2023Updated 2 years ago
- Code for spectral analysis of EEG using Morlet wavelets based on the frequency-based parametrization presented in [Bomatter et al 2024, e…☆17Aug 6, 2024Updated last year
- (CVPR24) Riemannian Multinomial Logistics Regression for SPD Neural Networks☆15Feb 5, 2025Updated last year
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆110Jun 23, 2025Updated 9 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
- Brain EEG signal data augmentation using synthetic signals generated by a single step diffusion probabilistic model.☆21Feb 21, 2023Updated 3 years ago
- A Benchmark to Study Negative Transfer https://ieeexplore.ieee.org/document/9938381☆17Feb 22, 2023Updated 3 years ago
- Using Deep Learning techniques to classify Motor Imagery Electroencephalography (EEG) signals☆11Oct 26, 2022Updated 3 years ago
- ☆11Sep 21, 2024Updated last year
- This is a community implementation of EEG-ConvTransformer☆17May 19, 2023Updated 2 years ago
- The World's First Foundational Model for EEG-based Alzheimer's Disease Detection☆84Feb 5, 2026Updated last month
- CAUEEG: Chung-Ang University Hospital EEG dataset for automatic EEG diagnosis research☆25Apr 3, 2023Updated 2 years ago
- Implementation of Weakly Orthogonal Conjugate Contrast Analysis, with code for related EEG data analysis☆15Dec 13, 2024Updated last year
- Official implementation of 'Adapting to Inter-Subject Variability in EEG-Based Motor Imagery Classification with Meta-Learning' (ICLR 202…☆18Jun 11, 2023Updated 2 years ago
- ☆30Apr 13, 2023Updated 2 years ago
- Richard @rdgao & Michael @michaeldeistler: using neural network-based regression and density estimation for Generalized Bayesian Inferenc…☆11Dec 19, 2025Updated 3 months ago
- ☆34Apr 11, 2024Updated last year
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆282Jan 12, 2026Updated 2 months ago
- This repository is the official implementation of “Different Set Domain Adaptation for Brain Computer Interfaces: A Label Alignment Appro…☆22Dec 25, 2021Updated 4 years ago
- PyTorch implementation of Conformer: Convolution-augmented Transformer for Speech Recognition☆18Apr 25, 2021Updated 4 years ago
- ☆36Mar 16, 2018Updated 8 years ago
- Animated visualizers for signals.☆11Oct 20, 2025Updated 5 months ago
- This is a comprehensive list of Heterogeneous Transfer Learning methods with their resource (paper, code and data).☆31Jul 22, 2024Updated last year
- A python package for the automatic conversion of EEG datasets to the BIDS standard, with a focus on making the most out of metadata.☆12Feb 26, 2026Updated 3 weeks ago
- EEG/MEG data preprocessing and analyses framework☆12May 2, 2022Updated 3 years ago
- Matlab codes for the Online SSVEP-based BCI using Riemannian Geometry algorithm☆53Jan 8, 2018Updated 8 years ago
- PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interface☆14Jan 15, 2021Updated 5 years ago
- Machine learning on the CHB-MIT scalp EEG database☆28Apr 11, 2022Updated 3 years ago
- ☆20May 19, 2020Updated 5 years ago
- Demo on chaining together LFP simulation (neurodsp), spectral parameterization (fooof), and simulation-based inference (sbi).☆13Jul 8, 2025Updated 8 months ago