[ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii. Resolving brain activity for biological plausibility.
☆212Jul 18, 2025Updated last year
Alternatives and similar repositories for NICE-EEG
Users that are interested in NICE-EEG are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS 2024] Using vision-language models to decode natural image perception from non-invasive brain recordings.☆215May 10, 2026Updated 3 months ago
- Uncertainty-aware Blur Prior on CVPR 2025☆88Apr 22, 2026Updated 3 months ago
- [TNNLS 2025] Language-guided contrastive learning for M/EEG-based image recognition.☆36Dec 2, 2024Updated last year
- [NeurIPS 2024] Using vision-language models to decode natural image perception from non-invasive brain recordings.☆109May 10, 2026Updated 3 months ago
- NeuroBridge (AAAI 2026): Self-Supervised EEG-to-Image Decoding.☆49Apr 21, 2026Updated 3 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.
- [ICLR 2024 spotlight] Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI☆651Sep 29, 2025Updated 10 months ago
- The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.☆43Apr 13, 2025Updated last year
- NeurIPS 24, decoding video from EEG signals☆131Mar 13, 2026Updated 4 months ago
- [ACM MM 2025 Oral] Reproducible multimodal neural embeddings for EEG, MEG, and fMRI visual retrieval, reconstruction, and captioning.☆35Jun 19, 2026Updated last month
- ☆54Apr 3, 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
- [TNSRE 23] EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.☆758Jul 24, 2024Updated 2 years ago
- [AAAI 2026] Shrinking the Teacher: An Adaptive Teaching Paradigm for Asymmetric EEG-Vision Alignment☆20Dec 16, 2025Updated 7 months ago
- Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]☆53Mar 21, 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.
- Use DNNs to build encoding models of EEG visual responses.☆111Apr 21, 2026Updated 3 months ago
- Reconstructing Visual Percepts from EEG☆40May 16, 2025Updated last year
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆331Updated this week
- Implementation of “DreamDiffusion: Generating High-Quality Images from Brain EEG Signals”☆659Oct 1, 2025Updated 10 months ago
- BIOT - A framework for pretraining biosignals at scale. Large EEG pre-trained models.☆210Dec 11, 2023Updated 2 years ago
- [NeurIPS 2024] Official code base for NeuroClips☆109Jun 9, 2025Updated last year
- Code and Data for "Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features"☆151Mar 26, 2025Updated last year
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆306Jul 9, 2026Updated last month
- [ECCV 2024] UMBRAE: Unified Multimodal Brain Decoding | Unveiling the 'Dark Side' of Brain Modality☆65Jul 20, 2026Updated 2 weeks ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆57Nov 7, 2025Updated 9 months ago
- The code repository for "MB2C: Multimodal Bidirectional Cycle Consistency for Learning Robust Visual Neural Representations" in PyTorch☆23Nov 24, 2024Updated last year
- ☆179Aug 11, 2025Updated 11 months ago
- [TAI 2025] Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy☆104Dec 9, 2024Updated last year
- ☆214May 28, 2025Updated last year
- [ICLR 2025] NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals☆164Sep 19, 2025Updated 10 months ago
- collection of awesome research in brain decoding, including interaction with multi-modalities, theories, and foundation models.☆109Jun 12, 2025Updated last year
- A toolbox for EEG signals processing. Welcome to join and build!☆13Nov 9, 2022Updated 3 years ago
- ☆17Mar 20, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Official PyTorch repository for ICASSP 2025 Guess What I Think: Streamlined EEG-to-Image Generation with Latent Diffusion Models.☆72Aug 1, 2026Updated last week
- ☆128Feb 9, 2021Updated 5 years ago
- Exploration on introducing discrete codex and raw wave decoding to realize Brain-to-Text translation.☆199May 19, 2025Updated last year
- Code for the paper "Neuro-GPT: Towards a Foundation Model for EEG"☆228May 7, 2024Updated 2 years ago
- [TNSRE 23] Global Adaptive Transformer for Cross-Subject EEG Classification.☆33Jan 11, 2024Updated 2 years ago
- ☆15Feb 7, 2026Updated 6 months ago
- ☆55Sep 20, 2024Updated last year