code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"
☆223Jun 30, 2024Updated 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:
- ☆171Aug 11, 2025Updated 6 months ago
- Exploration on introducing discrete codex and raw wave decoding to realize Brain-to-Text translation.☆188May 19, 2025Updated 9 months ago
- Exploration of diffuison-based generative model to sychronizing brain dynamics from semantic language input.☆41Sep 21, 2023Updated 2 years ago
- ☆23Nov 16, 2024Updated last year
- ☆53Sep 20, 2024Updated last year
- [EMNLP 2023] An Empirical Exploration of Cross-domain Alignment between Language and Electroencephalogram☆29Nov 9, 2023Updated 2 years ago
- Decode Neural signal as Speech☆37Oct 6, 2024Updated last year
- [ICLR 2024 spotlight] Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI☆552Sep 29, 2025Updated 5 months ago
- BIOT - A framework for pretraining biosignals at scale. Large EEG pre-trained models.☆179Dec 11, 2023Updated 2 years ago
- NeurIPS 2024 poster☆33Dec 30, 2024Updated last year
- ☆71Mar 13, 2024Updated last year
- ZuCo Reading Task Classification Benchmark using EEG and Eye-Tracking Data☆35Aug 22, 2023Updated 2 years ago
- Implementation of “DreamDiffusion: Generating High-Quality Images from Brain EEG Signals”☆640Oct 1, 2025Updated 5 months ago
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆190Jul 18, 2025Updated 7 months ago
- ☆29Aug 10, 2024Updated last year
- ☆199Aug 5, 2022Updated 3 years ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆194Dec 24, 2025Updated 2 months ago
- Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]☆53Mar 21, 2024Updated last year
- EEG2IMAGE: Image Reconstruction from EEG Brain Signals. [ICASSP 2023]☆98Mar 15, 2025Updated 11 months ago
- EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.☆701Jul 24, 2024Updated last year
- ☆27Jul 18, 2024Updated last year
- Code and Data for "Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features"☆149Mar 26, 2025Updated 11 months ago
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆269Oct 30, 2024Updated last year
- Training and evaluation pipeline for MEG and EEG brain signal encoding and decoding using deep learning. Code for our paper "Decoding spe…☆461Mar 12, 2024Updated last year
- Mental image reconstruction from human brain activity☆14Jul 1, 2024Updated last year
- NeurIPS 24, decoding video from EEG signals☆124Apr 26, 2025Updated 10 months ago
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆266Jan 12, 2026Updated last month
- ☆113Apr 8, 2024Updated last year
- Official Implementation for NeurIPS'23 paper Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities☆44Mar 11, 2024Updated last year
- Codes to reproduce the Inner speech Dataset publicated by Nieto et al.☆94Jan 14, 2026Updated last month
- Code for the paper "A high-performance speech neuroprosthesis"☆196Jun 9, 2025Updated 8 months ago
- EEG to Language through LLMs☆103Feb 8, 2025Updated last year
- Code for the paper "Neuro-GPT: Towards a Foundation Model for EEG"☆213May 7, 2024Updated last year
- Second-place solution for the Brain-to-Text Benchmark '24☆23Nov 19, 2024Updated last year
- ☆42Sep 13, 2023Updated 2 years ago
- The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.☆43Apr 13, 2025Updated 10 months ago
- Official repository for the paper "Brain-Diffuser: Natural scene reconstruction from fMRI signals using generative latent diffusion" by F…☆143May 3, 2023Updated 2 years ago
- Deep learning software to decode EEG, ECG or MEG signals☆1,165Feb 26, 2026Updated last week
- Toward Fully-End-to-End Listened Speech Decoding from EEG Signals (Interspeech 2024)☆26Jan 3, 2025Updated last year