Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 2024].
☆304Jul 9, 2026Updated 2 weeks ago
Alternatives and similar repositories for EEGPT
Users that are interested in EEGPT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR 2024 spotlight] Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI☆645Sep 29, 2025Updated 9 months ago
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆329Jun 16, 2026Updated last month
- BIOT - A framework for pretraining biosignals at scale. Large EEG pre-trained models.☆206Dec 11, 2023Updated 2 years ago
- [ICLR 2025] NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals☆163Sep 19, 2025Updated 10 months ago
- Code for the paper "Neuro-GPT: Towards a Foundation Model for EEG"☆228May 7, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- [ICLR 2023] Code for BrainBERT☆75Nov 5, 2025Updated 8 months ago
- [ICLR 2025] BrainUICL: An Unsupervised Individual Continual Learning Framework for EEG Applications☆42Jul 19, 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.…☆210Jul 18, 2025Updated last year
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆120Jun 23, 2025Updated last year
- [Neural Networks 2025] EEGMamba: An EEG Foundation Model with Mamba☆98Nov 17, 2025Updated 8 months ago
- EEG to Language through LLMs☆121Feb 8, 2025Updated last year
- [NeurIPS 2025] SPICED: A Synaptic Homeostasis-Inspired Framework for Unsupervised Continual EEG Decoding☆15Oct 26, 2025Updated 9 months ago
- [TNSRE 23] EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.☆755Jul 24, 2024Updated 2 years ago
- ☆25Jun 8, 2026Updated last month
- 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.
- Pre-trained Transformer on Brain Signals☆42Dec 4, 2025Updated 7 months ago
- NeurIPS 24, decoding video from EEG signals☆132Mar 13, 2026Updated 4 months ago
- [NeurIPS2025 Spotlight] CSBrain: Cross-scale Spatiotemporal Brain Foundation Model for EEG Decoding☆45Nov 26, 2025Updated 7 months ago
- ☆38Sep 5, 2025Updated 10 months ago
- [NeurIPS 2024] Using vision-language models to decode natural image perception from non-invasive brain recordings.☆214May 10, 2026Updated 2 months ago
- ☆58Jun 30, 2026Updated 3 weeks ago
- Unofficial implementation of EEGformer in pytorch☆24Oct 10, 2024Updated last year
- KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs☆82Oct 13, 2025Updated 9 months ago
- [NeurIPS 2025] BrainOmni: A Brain Foundation Model for Unified EEG and MEG Signals☆71Dec 11, 2025Updated 7 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Official implementation of the paper: Are EEG Foundation Models Worth It? Comparative Evaluation with Traditional Decoders in Diverse BC…☆77Jul 9, 2026Updated 2 weeks ago
- The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.☆43Apr 13, 2025Updated last year
- [ICLR 2026] CerebraGloss: Instruction-Tuning a Large Vision-Language Model for Fine-Grained Clinical EEG Interpretation☆23Feb 4, 2026Updated 5 months ago
- ☆55Apr 21, 2025Updated last year
- Evaluating the role of EEG preprocessing for deep learning applications.☆16Mar 10, 2025Updated last year
- Uncertainty-aware Blur Prior on CVPR 2025☆86Apr 22, 2026Updated 3 months ago
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆119Jan 8, 2026Updated 6 months ago
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆88May 19, 2025Updated last year
- The World's First Foundation Model for EEG-based Alzheimer's Disease Detection☆99Apr 1, 2026Updated 3 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆16Sep 19, 2024Updated last year
- The first EEG foundation model explicitly tailored for the motor imagery (MI) paradigm.☆122Apr 26, 2026Updated 3 months ago
- PyTorch implementation for the paper "The Case for Cleaner Biosignals: High-fidelity Neural Compressor Enables Transfer from Cleaner iEEG…☆21Sep 18, 2025Updated 10 months ago
- ☆20Jan 23, 2026Updated 6 months ago
- ☆210Aug 5, 2022Updated 3 years ago
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆81Sep 29, 2025Updated 9 months ago
- ☆57Nov 7, 2025Updated 8 months ago