KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs
☆83Oct 13, 2025Updated 8 months ago
Alternatives and similar repositories for EEG2Rep
Users that are interested in EEG2Rep are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- DMKD- Series2Vec: Similarity-based Representation Learning for Time Series☆44Mar 21, 2025Updated last year
- This is a PyTorch implementation of ConvTran☆178Mar 21, 2025Updated last year
- [ICLR 2025] Code for the PopulationTransformer☆18Oct 16, 2025Updated 8 months ago
- Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey☆48Apr 4, 2024Updated 2 years ago
- [ICLR 2024 spotlight] Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI☆635Sep 29, 2025Updated 9 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [Neurips 2024] A Multi-Granularity Patching Transformer for Medical Time-Series Classification☆192Mar 19, 2025Updated last year
- selfEEG: a Python library for Self-Supervised Learning on Electroencephalography (EEG) data☆76Jun 12, 2025Updated last year
- BIOT - A framework for pretraining biosignals at scale. Large EEG pre-trained models.☆201Dec 11, 2023Updated 2 years ago
- ☆12May 25, 2023Updated 3 years ago
- ☆50Sep 30, 2025Updated 9 months ago
- [ICLR 2025] NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals☆160Sep 19, 2025Updated 9 months ago
- ☆47Feb 27, 2025Updated last year
- Self-supervised learning for EEG☆28Sep 2, 2020Updated 5 years ago
- Monash Scalable Time Series Evaluation Repository☆20Aug 28, 2025Updated 10 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Benchmark for Brain Computer Interface methods☆19Feb 1, 2025Updated last year
- (ICLR24) A Lie Group Approach to Riemannian Batch Normalization.☆21Mar 2, 2025Updated last year
- ☆17Feb 18, 2021Updated 5 years ago
- Offical repository of the paper "EEG-DG：A Multi-Source Domain Generalization Framework for Motor Imagery EEG Classification" .☆36Apr 30, 2025Updated last year
- Codebase for publication "Neural decoding from stereotactic EEG: accounting for electrode variability across subjects" @ NeurIPS (2024)☆19Jun 11, 2025Updated last year
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆205Jul 18, 2025Updated 11 months ago
- EEG-DaSh: an open data, tool, and compute resource. a Python library and catalog for 700+ BIDS-first EEG, MEG, fNIRS, EMG, and iEEG datas…☆73Updated this week
- [CogSci 23'] Generate your neural signals from mine: individual-to-individual EEG converters☆31Apr 24, 2023Updated 3 years ago
- Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupe…☆64Oct 12, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆301Oct 30, 2024Updated last year
- [Neurips 2023] A Hierarchical Contrastive Framework for Medical Time-Series☆79Nov 30, 2023Updated 2 years ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆37May 16, 2025Updated last year
- CAUEEG: Chung-Ang University Hospital EEG dataset for automatic EEG diagnosis research☆26Apr 3, 2023Updated 3 years ago
- Public EEG-based motor imagery (MI) datasets☆13Feb 1, 2024Updated 2 years ago
- Code for the paper "Neuro-GPT: Towards a Foundation Model for EEG"☆226May 7, 2024Updated 2 years ago
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆86May 19, 2025Updated last year
- ☆11May 6, 2024Updated 2 years ago
- ☆76Aug 30, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ICASSP 2025] Toward Robust Early Detection of Alzheimer's Disease via an Integrated Multimodal Learning Approach☆70May 20, 2025Updated last year
- A Lightweight and High Performance Neural network for MI-EEG decoding☆40Mar 18, 2025Updated last year
- Alzheimer’s Disease (AD) is the most common neurodegenerative disease. It is typically late onset and can develop substantially before di…☆33Sep 22, 2019Updated 6 years ago
- ☆206Aug 5, 2022Updated 3 years ago
- ☆20Sep 7, 2024Updated last year
- ☆55Apr 21, 2025Updated last year
- ☆38Feb 15, 2021Updated 5 years ago