xiaobaben / BrainUICLLinks
[ICLR 2025] BrainUICL: An Unsupervised Individual Continual Learning Framework for EEG Applications
☆25Updated 3 weeks ago
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 3 months ago
- KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs☆66Updated 6 months ago
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆20Updated last year
- ☆17Updated 5 months ago
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆50Updated 2 months ago
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆53Updated 2 months ago
- ☆16Updated 2 years ago
- ☆16Updated 2 years ago
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆139Updated last month
- ☆15Updated last week
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆140Updated last year
- Towards Domain Free Transformer for Generalized EEG Pre-training☆26Updated 3 months ago
- The code for Multi-Scale Hyperbolic Contrastive Learning for Cross-Subject EEG Emotion Recognition.☆13Updated 3 weeks ago
- Code for the paper published in Deep Generative Models for Health Workshop at the Neurips 2023.☆53Updated 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
- ☆38Updated last week
- ☆11Updated last year
- ☆28Updated 2 years ago
- The code repository for "MB2C: Multimodal Bidirectional Cycle Consistency for Learning Robust Visual Neural Representations" in PyTorch☆17Updated 8 months ago
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆112Updated last year
- official implementation of the PR-PL model (arxiv:https://arxiv.org/abs/2202.06509)☆40Updated last year
- The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"☆15Updated 3 years ago
- ☆22Updated last year
- MAS-DGAT-Net: A Dynamic Graph Attention Network with Multibranch Feature Extraction and Staged Fusion for EEG Emotion Recognition☆12Updated 9 months ago
- code for LMDA☆83Updated 2 years ago
- [TIM 2024] The official implementation for the paper "Affective EEG-based Person Identification with Continual Learning"☆13Updated last year
- [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆62Updated 6 months ago
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆63Updated last year
- Analysis of Transformer attention in EEG signal classification☆44Updated 11 months ago
- ☆32Updated 2 years ago