prajwalsingh / EEGStyleGAN-ADA
Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]
☆40Updated last year
Alternatives and similar repositories for EEGStyleGAN-ADA:
Users that are interested in EEGStyleGAN-ADA are comparing it to the libraries listed below
- EEG2IMAGE: Image Reconstruction from EEG Brain Signals. [ICASSP 2023]☆83Updated last month
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆142Updated 4 months ago
- The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.☆30Updated last week
- ☆99Updated 4 years ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆123Updated 2 months ago
- Reconstructing Visual Percepts from EEG☆29Updated last month
- Implementation for the paper https://dl.acm.org/citation.cfm?doid=3240508.3240641☆48Updated last year
- ☆12Updated last week
- An implementation of Denoising Diffusion Probabilistic Models (DDPM) in PyTorch for EEG-based image reconstruction.☆45Updated 2 years ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆45Updated 5 months ago
- Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals☆42Updated 4 months ago
- ☆49Updated 6 months ago
- NeurIPS 24, decoding video from EEG signals☆66Updated last week
- Use DNNs to build encoding models of EEG visual responses.☆78Updated last month
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆65Updated last month
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆116Updated 5 months ago
- ☆59Updated last year
- Exploration of diffuison-based generative model to sychronizing brain dynamics from semantic language input.☆38Updated last year
- code for LMDA☆79Updated last year
- Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy☆85Updated 4 months ago
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆40Updated last week
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆67Updated 4 months ago
- ☆33Updated 10 months ago
- Global Adaptive Transformer for Cross-Subject EEG Classification.☆27Updated last year
- Implementation of Domain Specific Denoising Diffusion Probabilistic Models for Brain Dynamics/EEG Signals☆55Updated last year
- This is the PyTorch implementation of the FBMSNet architecture for EEG-MI classification.☆37Updated last year
- ☆36Updated 3 weeks ago
- [NN 2024] Channel Reflection: Knowledge-Driven Data Augmentation for EEG-based Brain–Computer Interfaces☆18Updated 7 months ago
- A Lightweight and High Performance Neural network for MI-EEG decoding☆22Updated last month
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆81Updated last month