xiaobaben / BrainUICLLinks
[ICLR 2025] BrainUICL: An Unsupervised Individual Continual Learning Framework for EEG Applications
☆30Updated 2 months ago
Alternatives and similar repositories for BrainUICL
Users that are interested in BrainUICL are comparing it to the libraries listed below
Sorting:
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆175Updated last month
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆150Updated last year
- KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs☆70Updated 7 months ago
- Towards Domain Free Transformer for Generalized EEG Pre-training☆27Updated 5 months ago
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆22Updated last year
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆72Updated 4 months ago
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆59Updated 4 months ago
- Offical repository of the paper "EEG-DG:A Multi-Source Domain Generalization Framework for Motor Imagery EEG Classification" .☆24Updated 4 months ago
- ☆17Updated 2 years ago
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆51Updated 3 months ago
- code for LMDA☆84Updated 2 years ago
- ☆28Updated 2 years ago
- [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆63Updated 7 months ago
- DL model estimating vigilance levels using multimodal EEG and EOG☆29Updated 3 years ago
- official implementation of the PR-PL model (arxiv:https://arxiv.org/abs/2202.06509)☆43Updated last year
- ☆17Updated 7 months ago
- ☆38Updated last month
- ☆37Updated last year
- Conditional EEG diffusion model☆15Updated last year
- ☆23Updated 2 years ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆48Updated 2 years ago
- This is an implentation of paper GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition☆78Updated 3 years ago
- [Preparing] DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding☆25Updated last week
- Code for processing EEG data with Riemannian and deep learning-based classifiers. Additionally provides methods for data augmentation inc…☆30Updated 5 years ago
- [TAFFC-2022] PyTorch implementation of TSception v2☆130Updated last year
- [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"☆242Updated 2 years ago
- This is a community implementation of EEG-ConvTransformer☆16Updated 2 years ago
- ☆12Updated last year
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆118Updated 2 years ago
- ☆12Updated last year