[ICLR 2024 spotlight] Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI
☆661Sep 29, 2025Updated 11 months ago
Alternatives and similar repositories for LaBraM
Users that are interested in LaBraM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆313Jul 9, 2026Updated last month
- BIOT - A framework for pretraining biosignals at scale. Large EEG pre-trained models.☆212Dec 11, 2023Updated 2 years ago
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆338Aug 7, 2026Updated last month
- [ICLR 2025] NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals☆167Sep 19, 2025Updated 11 months ago
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆213Jul 18, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [NeurIPS 2024] Using vision-language models to decode natural image perception from non-invasive brain recordings.☆216May 10, 2026Updated 3 months ago
- Code for the paper "Neuro-GPT: Towards a Foundation Model for EEG"☆229May 7, 2024Updated 2 years ago
- Pre-trained Transformer on Brain Signals☆44Dec 4, 2025Updated 9 months ago
- [TNSRE 23] EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.☆760Jul 24, 2024Updated 2 years ago
- [ICLR 2023] Code for BrainBERT☆76Nov 5, 2025Updated 10 months ago
- NeurIPS 24, decoding video from EEG signals☆134Mar 13, 2026Updated 5 months ago
- [NeurIPS 2024] Using vision-language models to decode natural image perception from non-invasive brain recordings.☆109May 10, 2026Updated 3 months ago
- Official implementation of the paper: Are EEG Foundation Models Worth It? Comparative Evaluation with Traditional Decoders in Diverse BC…☆82Jul 9, 2026Updated last month
- ☆48Feb 27, 2025Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆81Sep 29, 2025Updated 11 months ago
- EEG to Language through LLMs☆123Feb 8, 2025Updated last year
- Uncertainty-aware Blur Prior on CVPR 2025☆88Apr 22, 2026Updated 4 months ago
- KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs☆82Oct 13, 2025Updated 10 months ago
- Fair and comprehensive benchmarking for open source EEG foundation models.☆144Aug 11, 2026Updated 3 weeks ago
- ☆63Jun 30, 2026Updated 2 months ago
- [NeurIPS2025 Spotlight] CSBrain: Cross-scale Spatiotemporal Brain Foundation Model for EEG Decoding☆48Nov 26, 2025Updated 9 months ago
- Implementation of “DreamDiffusion: Generating High-Quality Images from Brain EEG Signals”☆659Oct 1, 2025Updated 11 months ago
- ☆212Aug 5, 2022Updated 4 years 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.
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆120Jun 23, 2025Updated last year
- [NeurIPS 2025] BrainOmni: A Brain Foundation Model for Unified EEG and MEG Signals☆75Dec 11, 2025Updated 8 months ago
- Exploration on introducing discrete codex and raw wave decoding to realize Brain-to-Text translation.☆199May 19, 2025Updated last year
- TorchEEG is a library built on PyTorch for EEG signal analysis.☆576Apr 8, 2026Updated 4 months ago
- ☆137Updated this week
- code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"☆229Jun 30, 2024Updated 2 years ago
- [ACM MM 2025 Oral] Reproducible multimodal neural embeddings for EEG, MEG, and fMRI visual retrieval, reconstruction, and captioning.☆38Jun 19, 2026Updated 2 months ago
- ☆181Aug 11, 2025Updated last year
- Deep learning software to decode EEG, ECG or MEG signals☆1,302Aug 31, 2026Updated last week
- 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.
- [TNNLS 2025] Language-guided contrastive learning for M/EEG-based image recognition.☆36Dec 2, 2024Updated last year
- [ICLR 2025] BrainUICL: An Unsupervised Individual Continual Learning Framework for EEG Applications☆42Jul 19, 2025Updated last year
- [Neural Networks 2025] EEGMamba: An EEG Foundation Model with Mamba☆100Nov 17, 2025Updated 9 months ago
- The first EEG foundation model explicitly tailored for the motor imagery (MI) paradigm.☆126Aug 21, 2026Updated 2 weeks ago
- LibEER: A Comprehensive Benchmark and Algorithm Library for EEG-based Emotion Recognition☆221Mar 18, 2026Updated 5 months ago
- ☆55Sep 20, 2024Updated last year
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆89May 19, 2025Updated last year