[NeurIPS 2024] Using vision-language models to decode natural image perception from non-invasive brain recordings.
☆109May 10, 2026Updated 3 months ago
Alternatives and similar repositories for EEG_Image_decode
Users that are interested in EEG_Image_decode 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] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆212Jul 18, 2025Updated last year
- NeuroBridge (AAAI 2026): Self-Supervised EEG-to-Image Decoding.☆49Apr 21, 2026Updated 3 months ago
- ☆54Apr 3, 2025Updated last year
- [ACM MM 2025 Oral] Reproducible multimodal neural embeddings for EEG, MEG, and fMRI visual retrieval, reconstruction, and captioning.☆35Jun 19, 2026Updated last month
- [NeurIPS 2024] Using vision-language models to decode natural image perception from non-invasive brain recordings.☆215May 10, 2026Updated 3 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- NeurIPS 24, decoding video from EEG signals☆131Mar 13, 2026Updated 5 months ago
- [TNNLS 2025] Language-guided contrastive learning for M/EEG-based image recognition.☆36Dec 2, 2024Updated last year
- [AAAI 2026] Shrinking the Teacher: An Adaptive Teaching Paradigm for Asymmetric EEG-Vision Alignment☆20Dec 16, 2025Updated 7 months ago
- Hypergraph Multi-Modal Learning for EEG-based Emotion Recognition in Conversation☆18Jun 15, 2026Updated last month
- ☆15Feb 7, 2026Updated 6 months ago
- ☆17Mar 20, 2025Updated last year
- [ICLR 2024 spotlight] Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI☆654Sep 29, 2025Updated 10 months ago
- Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]☆53Mar 21, 2024Updated 2 years ago
- [ICLR 2026] MindPilot: Closed-Loop Visual Stimulation Optimization with Black-Box EEG-Guided Diffusion☆16Jun 18, 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.
- Learning Brain Representation with Hierarchical Visual Embeddings☆25Apr 18, 2026Updated 3 months ago
- [NeurIPS 2024] Official code base for NeuroClips☆109Jun 9, 2025Updated last year
- ☆20Feb 19, 2026Updated 5 months ago
- Code and Data for "Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features"☆151Mar 26, 2025Updated last year
- collection of awesome research in brain decoding, including interaction with multi-modalities, theories, and foundation models.☆109Jun 12, 2025Updated last year
- Official code repository for the ICASSP 2025 paper: "BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruc…☆68Dec 10, 2025Updated 8 months ago
- The code repository for "MB2C: Multimodal Bidirectional Cycle Consistency for Learning Robust Visual Neural Representations" in PyTorch☆23Nov 24, 2024Updated last year
- [ECCV 2024] UMBRAE: Unified Multimodal Brain Decoding | Unveiling the 'Dark Side' of Brain Modality☆65Jul 20, 2026Updated 3 weeks ago
- ☆57Nov 7, 2025Updated 9 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.
- ☆20Jan 23, 2026Updated 6 months ago
- Implementation of “DreamDiffusion: Generating High-Quality Images from Brain EEG Signals”☆659Oct 1, 2025Updated 10 months ago
- ☆215May 28, 2025Updated last year
- EEG2IMAGE: Image Reconstruction from EEG Brain Signals. [ICASSP 2023]☆105Mar 15, 2025Updated last year
- Reconstructing Visual Percepts from EEG☆40May 16, 2025Updated last year
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆334Updated this week
- [ICCV 2025] Neurons: Emulating the Human Visual Cortex Improves Fidelity and Interpretability in fMRI-to-Video Reconstruction☆29Jul 5, 2026Updated last month
- EEG to Language through LLMs☆121Feb 8, 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
- 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.
- AAAI 2024-Controllable Mind Visual Diffusion Model☆15Dec 18, 2023Updated 2 years ago
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆306Jul 9, 2026Updated last month
- ☆31Dec 23, 2025Updated 7 months ago
- The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.☆43Apr 13, 2025Updated last year
- Use DNNs to build encoding models of EEG visual responses.☆111Apr 21, 2026Updated 3 months ago
- ☆19Feb 21, 2025Updated last year
- The code for Multi-Scale Hyperbolic Contrastive Learning for Cross-Subject EEG Emotion Recognition.☆21Jul 24, 2025Updated last year