MikeWangWZHL / EEG-To-TextLinks
code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"
☆210Updated last year
Alternatives and similar repositories for EEG-To-Text
Users that are interested in EEG-To-Text are comparing it to the libraries listed below
Sorting:
- ☆159Updated 3 months ago
- Exploration on introducing discrete codex and raw wave decoding to realize Brain-to-Text translation.☆177Updated 6 months ago
- Code for the paper "Neuro-GPT: Towards a Foundation Model for EEG"☆196Updated last year
- EEG to Language through LLMs☆88Updated 10 months ago
- ☆117Updated 4 years ago
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆232Updated last year
- [ICLR 2024 spotlight] Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI☆487Updated 2 months ago
- ☆69Updated last year
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆182Updated 4 months ago
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆170Updated last year
- ☆23Updated last year
- Exploration of diffuison-based generative model to sychronizing brain dynamics from semantic language input.☆39Updated 2 years ago
- [ICLR 2025] NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals☆112Updated 2 months ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆174Updated 5 months ago
- Decode Neural signal as Speech☆37Updated last year
- Use DNNs to build encoding models of EEG visual responses.☆98Updated 8 months ago
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆98Updated 5 months ago
- Language Generation from Brain Recordings☆29Updated 6 months ago
- collection of awesome research in brain decoding, including interaction with multi-modalities, theories, and foundation models.☆94Updated 5 months ago
- ZuCo Reading Task Classification Benchmark using EEG and Eye-Tracking Data☆33Updated 2 years ago
- ☆32Updated last year
- EEGdenoiseNet, a benchmark dataset, that is suited for training and testing deep learning-based EEG denoising models, as well as for comp…☆222Updated 2 years ago
- ☆58Updated 6 months ago
- EEG2IMAGE: Image Reconstruction from EEG Brain Signals. [ICASSP 2023]☆97Updated 8 months ago
- [ICLR 2023] Code for BrainBERT☆69Updated last month
- NeurIPS 2024 poster☆27Updated 11 months ago
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆217Updated 3 weeks ago
- Generate statistical features from Electroencephalographic data☆95Updated 3 years ago
- Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]☆52Updated last year
- Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications☆270Updated 2 years ago