KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs
☆82Oct 13, 2025Updated 7 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
- Disjoint-CNN for Multivariate Time Series Classification☆23Nov 23, 2023Updated 2 years ago
- This is a PyTorch implementation of ConvTran☆177Mar 21, 2025Updated last year
- [ICLR 2025] Code for the PopulationTransformer☆17Oct 16, 2025Updated 7 months ago
- Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey☆47Apr 4, 2024Updated 2 years 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.
- The World's First Foundation Model for EEG-based Alzheimer's Disease Detection☆87Apr 1, 2026Updated last month
- [ICLR 2024 spotlight] Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI☆613Sep 29, 2025Updated 7 months ago
- [Neurips 2024] A Multi-Granularity Patching Transformer for Medical Time-Series Classification☆190Mar 19, 2025Updated last year
- selfEEG: a Python library for Self-Supervised Learning on Electroencephalography (EEG) data☆73Jun 12, 2025Updated 11 months ago
- BIOT - A framework for pretraining biosignals at scale. Large EEG pre-trained models.☆189Dec 11, 2023Updated 2 years ago
- ☆12May 25, 2023Updated 2 years ago
- ☆52Sep 30, 2025Updated 7 months ago
- [ICLR 2025] NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals☆152Sep 19, 2025Updated 8 months ago
- [ECCV2024] Official PyTorch implementation of "NeuroPictor: Refining fMRI-to-Image Reconstruction via Multi-individual Pretraining and Mu…☆26Mar 29, 2026Updated last month
- 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.
- ☆28Jan 11, 2024Updated 2 years 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 8 months ago
- Benchmark for Brain Computer Interface methods☆19Feb 1, 2025Updated last year
- (ICLR24) A Lie Group Approach to Riemannian Batch Normalization.☆22Mar 2, 2025Updated last year
- ☆17Feb 18, 2021Updated 5 years ago
- The official code of EMNLP 2022, "How Far are We from Robust Long Abstractive Summarization?".☆18Sep 26, 2023Updated 2 years ago
- Offical repository of the paper "EEG-DG:A Multi-Source Domain Generalization Framework for Motor Imagery EEG Classification" .☆34Apr 30, 2025Updated last year
- 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.
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆202Jul 18, 2025Updated 10 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…☆63May 13, 2026Updated last 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…☆65Oct 12, 2022Updated 3 years ago
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆295Oct 30, 2024Updated last year
- [Neurips 2023] A Hierarchical Contrastive Framework for Medical Time-Series☆78Nov 30, 2023Updated 2 years ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆36May 16, 2025Updated last year
- CAUEEG: Chung-Ang University Hospital EEG dataset for automatic EEG diagnosis research☆27Apr 3, 2023Updated 3 years ago
- Code for the paper "Neuro-GPT: Towards a Foundation Model for EEG"☆223May 7, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Public EEG-based motor imagery (MI) datasets☆12Feb 1, 2024Updated 2 years ago
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆80May 19, 2025Updated last year
- ☆19Sep 7, 2024Updated last year
- ☆11May 6, 2024Updated 2 years ago
- ☆76Aug 30, 2023Updated 2 years ago
- [ICASSP 2025] Toward Robust Early Detection of Alzheimer's Disease via an Integrated Multimodal Learning Approach☆69May 20, 2025Updated last year
- A Lightweight and High Performance Neural network for MI-EEG decoding☆40Mar 18, 2025Updated last year