duanyiqun / DeWaveLinks
Exploration on introducing discrete codex and raw wave decoding to realize Brain-to-Text translation.
☆178Updated 7 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"☆212Updated last year
- ☆160Updated 4 months ago
- Code for the paper "Neuro-GPT: Towards a Foundation Model for EEG"☆198Updated last year
- EEG to Language through LLMs☆88Updated 10 months ago
- ☆122Updated 4 years ago
- ☆179Updated 7 months ago
- Exploration of diffuison-based generative model to sychronizing brain dynamics from semantic language input.☆40Updated 2 years ago
- Training and evaluation pipeline for MEG and EEG brain signal encoding and decoding using deep learning. Code for our paper "Decoding spe…☆455Updated last year
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆187Updated 5 months ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆178Updated last week
- Implementation of “DreamDiffusion: Generating High-Quality Images from Brain EEG Signals”☆621Updated 3 months ago
- [ICLR 2024 spotlight] Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI☆514Updated 3 months ago
- The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.☆42Updated 8 months ago
- EEG2IMAGE: Image Reconstruction from EEG Brain Signals. [ICASSP 2023]☆97Updated 9 months ago
- Decode Neural signal as Speech☆37Updated last year
- ☆60Updated 7 months ago
- [ICLR 2025] NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals☆116Updated 3 months ago
- ☆223Updated last year
- ☆27Updated 2 years ago
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆250Updated last year
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆175Updated 2 years ago
- Foundational model for the Neurosity Crown☆76Updated last year
- Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy☆101Updated last year
- [ICLR 2023] Code for BrainBERT☆69Updated last month
- [ECCV 2024] UMBRAE: Unified Multimodal Brain Decoding | Unveiling the 'Dark Side' of Brain Modality☆60Updated 5 months ago
- Code for the paper "A high-performance speech neuroprosthesis"☆190Updated 6 months ago
- Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications☆271Updated 2 years ago
- Use DNNs to build encoding models of EEG visual responses.☆101Updated 9 months ago
- fMRI-to-image reconstruction on the NSD dataset.☆360Updated last year
- ☆32Updated last year