xiaobaben / BrainUICLLinks
[ICLR 2025] BrainUICL: An Unsupervised Individual Continual Learning Framework for EEG Applications
☆26Updated last month
Alternatives and similar repositories for BrainUICL
Users that are interested in BrainUICL are comparing it to the libraries listed below
Sorting:
- Offical repository of the paper "EEG-DG：A Multi-Source Domain Generalization Framework for Motor Imagery EEG Classification" .☆24Updated 4 months ago
- KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs☆68Updated 6 months ago
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆153Updated 3 weeks ago
- Code for the paper published in Deep Generative Models for Health Workshop at the Neurips 2023.☆55Updated last year
- ☆17Updated 2 years ago
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆20Updated last year
- ☆17Updated 6 months ago
- The code repository for "MB2C: Multimodal Bidirectional Cycle Consistency for Learning Robust Visual Neural Representations" in PyTorch☆17Updated 9 months ago
- ☆28Updated 2 years ago
- Towards Domain Free Transformer for Generalized EEG Pre-training☆27Updated 4 months ago
- An End-to-end Transformer for Alzheimer's Disease Detection☆15Updated 3 weeks ago
- Conditional EEG diffusion model☆15Updated last year
- This repository contains the python scripts developed as a part of the work presented in the paper "STAnet: A Spatiotemporal Attention Ne…☆12Updated 2 years ago
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆144Updated last year
- code for LMDA☆84Updated 2 years ago
- ☆22Updated last year
- ☆38Updated last month
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆54Updated 3 months ago
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆50Updated 3 months ago
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆113Updated last year
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆72Updated 4 months ago
- The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"☆16Updated 3 years ago
- official implementation of the PR-PL model (arxiv：https://arxiv.org/abs/2202.06509)☆42Updated last year
- ☆93Updated 9 months ago
- ☆23Updated 2 years ago
- [Preparing] DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding☆21Updated 2 weeks ago
- ECE-GY 9123 Project: GCN-Explain-Net: An Explainable Graph Convolutional Neural Network (GCN) for EEG-based Motor Imagery Classification …☆50Updated 4 years ago
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆183Updated 10 months ago
- [TIM 2024] The official implementation for the paper "Affective EEG-based Person Identification with Continual Learning"☆13Updated last year
- An all-in-one EEG feature extraction toobox, including statistical features, Hjorth parameters, entropy, nonlinear features, power spectr…☆43Updated last year