xiaobaben / BrainUICLLinks
[ICLR 2025] BrainUICL: An Unsupervised Individual Continual Learning Framework for EEG Applications
☆17Updated last week
Alternatives and similar repositories for BrainUICL
Users that are interested in BrainUICL are comparing it to the libraries listed below
Sorting:
- Towards Domain Free Transformer for Generalized EEG Pre-training☆26Updated last month
- [ESWA] NeuroXAI: Adaptive, Robust, Explainable Surrogate Framework for Determination of Channel Importance in EEG Application☆23Updated 5 months ago
- KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs☆61Updated 3 months ago
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆47Updated 2 weeks ago
- A Lightweight and High Performance Neural network for MI-EEG decoding☆26Updated 2 months ago
- Global Adaptive Transformer for Cross-Subject EEG Classification.☆28Updated last year
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆49Updated last month
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆18Updated last year
- PyTorch code for "Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training"☆16Updated last year
- [ICLR 2025] NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals☆56Updated 3 weeks ago
- Code for the paper published in Deep Generative Models for Health Workshop at the Neurips 2023.☆51Updated last year
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆39Updated last year
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆105Updated this week
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆34Updated 2 years ago
- This repository contains the python scripts developed as a part of the work presented in the paper "STAnet: A Spatiotemporal Attention Ne…☆11Updated 2 years ago
- [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN☆39Updated 5 months ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆48Updated 2 years ago
- BioDG is a publically available framework for the evaluation of Domain Generalization algorithms in Biosignal Classification.☆19Updated 2 months ago
- [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆56Updated 3 months ago
- ☆15Updated 2 years ago
- PyTorch implementation for the paper "The Case for Cleaner Biosignals: High-fidelity Neural Compressor Enables Transfer from Cleaner iEEG…☆10Updated last month
- [Sensors 2024] Mental State Recognition by Analyzing Multimodal EEG-fNIRS via CNN☆22Updated 11 months ago
- [AAAI 2024] Generalizable Sleep Staging via Multi-Level Domain Alignment☆18Updated 5 months ago
- Conditional EEG diffusion model☆13Updated last year
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆73Updated 6 months ago
- A Novel Decoding Approach for Hybrid EEG-fNIRS BCI.☆18Updated 2 months ago
- Analysis of Transformer attention in EEG signal classification☆44Updated 9 months ago
- ☆28Updated 6 months ago
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆48Updated last week
- The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.☆34Updated last month