duanyiqun / DeWave
Exploration on introducing discrete codex and raw wave decoding to realize Brain-to-Text translation.
☆162Updated last year
Alternatives and similar repositories for DeWave:
Users that are interested in DeWave are comparing it to the libraries listed below
- ☆121Updated last month
- code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"☆177Updated 7 months ago
- Code for the paper "Neuro-GPT: Towards a Foundation Model for EEG"☆153Updated 8 months ago
- ICLR 2024 spotlight☆296Updated 7 months ago
- Exploration of diffuison-based generative model to sychronizing brain dynamics from semantic language input.☆36Updated last year
- Decode Neural signal as Speech☆33Updated 3 months ago
- Foundational model for the Neurosity Crown☆57Updated 6 months ago
- ☆93Updated 3 years ago
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆121Updated last month
- ☆130Updated 5 months ago
- ☆38Updated 3 months ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆106Updated 2 months ago
- EEG to Language through LLMs☆30Updated last month
- EEG2IMAGE: Image Reconstruction from EEG Brain Signals. [ICASSP 2023]☆74Updated 9 months ago
- ☆58Updated 10 months ago
- Official repository for the paper "Brain-Diffuser: Natural scene reconstruction from fMRI signals using generative latent diffusion" by F…☆115Updated last year
- Use DNNs to build encoding models of EEG visual responses.☆74Updated 4 months ago
- Code for the paper "A high-performance speech neuroprosthesis"☆141Updated 6 months ago
- [ICLR 2023] Code for BrainBERT☆45Updated last week
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆65Updated 3 months ago
- Training and evaluation pipeline for MEG and EEG brain signal encoding and decoding using deep learning. Code for our paper "Decoding spe…☆421Updated 10 months ago
- ☆19Updated 2 months ago
- This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆24Updated 2 months ago
- ☆94Updated 9 months ago
- ☆48Updated 4 months ago
- Steady-state Visual Evoked Potentials (SSVEP) BCI Classification Algorithms on a 12-Class SSVEP Public Dataset☆59Updated last year
- ☆33Updated last year
- EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.☆490Updated 6 months ago
- fMRI-to-image reconstruction on the NSD dataset.☆312Updated 8 months ago
- Generate statistical features from Electroencephalographic data☆86Updated 2 years ago