duanyiqun / DeWaveLinks
Exploration on introducing discrete codex and raw wave decoding to realize Brain-to-Text translation.
☆177Updated 6 months ago
Alternatives and similar repositories for DeWave
Users that are interested in DeWave are comparing it to the libraries listed below
Sorting:
- code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"☆206Updated last year
- ☆157Updated 3 months ago
- Code for the paper "Neuro-GPT: Towards a Foundation Model for EEG"☆193Updated last year
- EEG to Language through LLMs☆84Updated 9 months ago
- Training and evaluation pipeline for MEG and EEG brain signal encoding and decoding using deep learning. Code for our paper "Decoding spe…☆451Updated last year
- ☆113Updated 4 years ago
- ☆176Updated 5 months ago
- Exploration of diffuison-based generative model to sychronizing brain dynamics from semantic language input.☆39Updated 2 years ago
- ☆222Updated last year
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆176Updated 4 months ago
- [ICLR 2024 spotlight] Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI☆474Updated last month
- Implementation of “DreamDiffusion: Generating High-Quality Images from Brain EEG Signals”☆605Updated last month
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆168Updated 4 months ago
- EEG2IMAGE: Image Reconstruction from EEG Brain Signals. [ICASSP 2023]☆95Updated 8 months ago
- Language Generation from Brain Recordings☆29Updated 5 months ago
- [ICLR 2025] NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals☆104Updated 2 months ago
- Decode Neural signal as Speech☆37Updated last year
- [ICLR 2023] Code for BrainBERT☆69Updated 2 weeks ago
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆224Updated last year
- The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.☆40Updated 7 months ago
- ☆57Updated 6 months ago
- Use DNNs to build encoding models of EEG visual responses.☆94Updated 8 months ago
- Code for the paper "A high-performance speech neuroprosthesis"☆184Updated 5 months ago
- ☆27Updated 2 years ago
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆164Updated last year
- Foundational model for the Neurosity Crown☆74Updated last year
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆94Updated 4 months ago
- Official repository for the paper "Brain-Diffuser: Natural scene reconstruction from fMRI signals using generative latent diffusion" by F…☆138Updated 2 years ago
- ☆67Updated last year
- Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications☆267Updated 2 years ago