Navidfoumani / EEG2RepLinks
KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs
☆64Updated 5 months ago
Alternatives and similar repositories for EEG2Rep
Users that are interested in EEG2Rep are comparing it to the libraries listed below
Sorting:
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆50Updated last month
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆136Updated last year
- Towards Domain Free Transformer for Generalized EEG Pre-training☆26Updated 2 months ago
- ☆22Updated 11 months ago
- Code for the paper published in Deep Generative Models for Health Workshop at the Neurips 2023.☆52Updated last year
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆49Updated last month
- The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"☆15Updated 3 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
- ☆66Updated last year
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆122Updated last week
- ☆38Updated 2 months ago
- ☆38Updated 4 years ago
- Conditional EEG diffusion model☆14Updated last year
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆20Updated last year
- Global Adaptive Transformer for Cross-Subject EEG Classification.☆28Updated last year
- ☆11Updated last year
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆70Updated 2 months ago
- [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆61Updated 5 months ago
- ☆34Updated 7 months ago
- [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN☆40Updated 6 months ago
- ☆16Updated 2 years ago
- The World's First Foundational Model for EEG-based Alzheimer's Disease Detection☆45Updated 5 months ago
- code for LMDA☆81Updated 2 years ago
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆76Updated 3 weeks ago
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆111Updated last year
- Offical repository of the paper "EEG-DG:A Multi-Source Domain Generalization Framework for Motor Imagery EEG Classification" .☆23Updated 2 months ago
- IEEE Transactions on Affective Computing, 2022☆26Updated last year
- SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging☆37Updated last year
- ☆27Updated 2 years ago
- [ICLR 2025] NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals☆62Updated 2 months ago