Promise-Z5Q2SQ / EEG-ImageNet-Dataset
☆16Updated 3 weeks ago
Related projects: ⓘ
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆82Updated 3 months ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆74Updated last month
- Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]☆27Updated 5 months ago
- Image reconstruction from visual evoked potentials using latent diffusion☆20Updated 2 months ago
- Use DNNs to build encoding models of EEG visual responses.☆66Updated last week
- ☆54Updated last year
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆75Updated 9 months ago
- Global Adaptive Transformer for Cross-Subject EEG Classification.☆22Updated 8 months ago
- ☆75Updated 3 years ago
- ☆35Updated 3 years ago
- EEG2IMAGE: Image Reconstruction from EEG Brain Signals. [ICASSP 2023]☆59Updated 5 months ago
- ☆48Updated 6 months ago
- ☆26Updated 7 months ago
- ☆29Updated 4 months ago
- Official Implementation for NeurIPS'23 paper Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities☆38Updated 6 months ago
- A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BCI)☆28Updated 3 months ago
- ☆21Updated 2 weeks ago
- Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupe…☆45Updated last year
- Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models☆16Updated 5 months ago
- ☆22Updated 10 months ago
- Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizab…☆20Updated last year
- Official code repository for the paper: "BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruction"☆43Updated last month
- ☆11Updated last year
- ICLR 2024 spotlight☆200Updated 3 months ago
- Corpus of resources for multimodal machine learning with physiological signals (mmps).☆25Updated this week
- A toolbox for EEG signals processing. Welcome to join and build!☆10Updated last year
- Exploration of diffuison-based generative model to sychronizing brain dynamics from semantic language input.☆33Updated 11 months ago
- code for LMDA☆58Updated last year
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆17Updated 4 months ago
- Code and Data for "Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features"☆121Updated last year