Fair and comprehensive benchmarking for open source EEG foundation models.
☆103Feb 6, 2026Updated 3 months ago
Alternatives and similar repositories for EEG-FM-Benchmark
Users that are interested in EEG-FM-Benchmark are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- UMMAN: Unsupervised Multi-graph Merge Adversarial Network for Disease Prediction Based on Intestinal Flora☆12Apr 13, 2026Updated 3 weeks ago
- This repository contains the original Python code for "Spatial Distillation-based Distribution Alignment (SDDA) for Cross-Headset EEG Cla…☆30Nov 17, 2025Updated 5 months ago
- The first EEG foundation model explicitly tailored for the motor imagery (MI) paradigm.☆106Apr 26, 2026Updated last week
- ☆52Apr 27, 2022Updated 4 years ago
- ☆51Sep 30, 2025Updated 7 months 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.
- TDBRAIN EEG Database pre-processing code☆17May 8, 2024Updated 2 years ago
- ☆45Mar 31, 2026Updated last month
- [ACL 2025] GainRAG: Preference Alignment in Retrieval-Augmented Generation through Gain Signal Synthesis☆34Aug 10, 2025Updated 8 months ago
- Domain Adaptive Neural Networks with DJP-MMD☆20Sep 22, 2021Updated 4 years ago
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆288Oct 30, 2024Updated last year
- [ICLR 2025] NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals☆148Sep 19, 2025Updated 7 months ago
- A Unified MultItask Network for zero-shot M/EEG visual Decoding (referred to UMind), including visual stimulus retrieval, classification,…☆18Mar 23, 2026Updated last month
- Matlab source code of the paper: D. Wu*, C-T Lin and J. Huang*, "Active Learning for Regression Using Greedy Sampling," Information Scien…☆10Oct 10, 2020Updated 5 years ago
- ☆37Sep 5, 2025Updated 8 months 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.
- The codes that I implemented during my B.Sc. project.☆23Feb 17, 2022Updated 4 years ago
- spring-boot with neo4j to build a simple social system☆11Apr 1, 2019Updated 7 years ago
- [CVPR2025] Official Repository for IMMUNE: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment☆28Jun 11, 2025Updated 10 months ago
- Large Brain Models with Test Time Training☆35Oct 7, 2025Updated 7 months ago
- Screeps server in a Docker container (using MongoDB & Redis)☆13Dec 9, 2020Updated 5 years ago
- NeuroBridge (AAAI 2026): Self-Supervised EEG-to-Image Decoding.☆39Apr 21, 2026Updated 2 weeks ago
- The code repository for "MB2C: Multimodal Bidirectional Cycle Consistency for Learning Robust Visual Neural Representations" in PyTorch☆22Nov 24, 2024Updated last year
- Official implementation of the paper: Are EEG Foundation Models Worth It? Comparative Evaluation with Traditional Decoders in Diverse BC…☆62Updated this week
- ☆24Sep 14, 2024Updated last year
- 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.
- ☆34Dec 22, 2025Updated 4 months ago
- Official implementation of "A Knowledge Distillation Framework for Enhancing Ear-EEG based Sleep Staging with Scalp-EEG Data"☆23Nov 7, 2022Updated 3 years ago
- 👀《统计学习方法-李航》学习笔记 200 页 PDF，各种手推公式细节讲解，包含详细的目录以及R语言代码实现，可结合《统计学习方法》提高学习效率，适合机器学习、深度学习初学者。☆16Aug 29, 2023Updated 2 years ago
- Image reconstruction from human brain activity by VAE and adversarial learning☆12May 21, 2022Updated 3 years ago
- Toy-scale unified multimodal model experiments — encoder-free understanding & generation with Mixture-of-Transformers on MLX/Apple Silico…☆37Mar 8, 2026Updated 2 months ago
- PDF Parsing Tool: GOT's vLLM acceleration implementation, MinerU for layout recognition, and GOT for table formula parsing.☆65Nov 7, 2024Updated last year
- Implementations for CHIL 2023 paper ''PTGB: Pre-Train Graph Neural Networks for Brain Network Analysis'' and KDD 2022 paper ''Data-Effici…☆20Sep 25, 2023Updated 2 years ago
- ☆14Jan 7, 2024Updated 2 years ago
- Code accompanying The Promise of Deep Learning for BCIs: Classification of Motor Imagery EEG using Convolutional Neural Network☆12Jan 4, 2022Updated 4 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.
- combining Euclidean Alignment (EA) and weighted LTL to classify MI-based EEG☆11Jun 13, 2024Updated last year
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆201Jul 18, 2025Updated 9 months ago
- The GitHub repository contains the online system code derived from the 'visual tracking brain-computer interface' research. This code enc…☆11Jan 24, 2024Updated 2 years ago
- ☆14Oct 17, 2024Updated last year
- [NeurIPS 2025] BrainOmni: A Brain Foundation Model for Unified EEG and MEG Signals☆65Dec 11, 2025Updated 4 months ago
- Emotiv SDK Community Edition☆12Oct 9, 2015Updated 10 years ago
- 脑机接口平台系统☆18Feb 28, 2025Updated last year