wenhui0206 / NeuroGPT
Code for the paper "Neuro-GPT: Towards a Foundation Model for EEG"
☆102Updated 4 months ago
Related projects: ⓘ
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆82Updated 3 months ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆74Updated last month
- ☆89Updated last month
- Use DNNs to build encoding models of EEG visual responses.☆66Updated last week
- Code for the paper "A high-performance speech neuroprosthesis"☆128Updated 2 months ago
- code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"☆160Updated 2 months ago
- ☆75Updated 3 years ago
- Exploration of diffuison-based generative model to sychronizing brain dynamics from semantic language input.☆33Updated 11 months ago
- ☆29Updated 4 months ago
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆75Updated 9 months ago
- Self-supervised learning techniques for neuroimaging data inspired by prominent learning frameworks in natural language processing + One …☆78Updated last year
- ☆54Updated last year
- The fusion of MNE and PyTorch for accelerated deep-neural-network based BCI-systems and Neurophysiology signal analysis.☆64Updated 2 years ago
- A library with tools for EEG analysis☆59Updated 3 months ago
- ☆21Updated last year
- EEG2IMAGE: Image Reconstruction from EEG Brain Signals. [ICASSP 2023]☆59Updated 5 months ago
- ZuCo Reading Task Classification Benchmark using EEG and Eye-Tracking Data☆19Updated last year
- Generate statistical features from Electroencephalographic data☆82Updated 2 years ago
- [ICLR 2023] Code for BrainBERT☆38Updated last month
- ☆169Updated 2 years ago
- FingerFlex: a new state of the art model for prediction finger movements from brain activity (ECoG).☆23Updated 8 months ago
- Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications☆194Updated last year
- Exploration on introducing discrete codex and raw wave decoding to realize Brain-to-Text translation.☆148Updated 8 months ago
- Code associated with the paper titled "A high-performance neuroprosthesis for speech decoding and avatar control" , published in Nature i…☆57Updated last year
- ICLR 2024 spotlight☆200Updated 3 months ago
- Official repository for the paper "Brain-Diffuser: Natural scene reconstruction from fMRI signals using generative latent diffusion" by F…☆104Updated last year
- modify self-attention model for EEG signal as input and image embedding layer as output☆99Updated 5 years ago
- Deep Learning pipeline for motor-imagery classification.☆54Updated 2 years ago
- Steady-state Visual Evoked Potentials (SSVEP) BCI Classification Algorithms on a 12-Class SSVEP Public Dataset☆53Updated last year
- selfEEG: a Python library for Self-Supervised Learning on Electroencephalography (EEG) data☆35Updated 2 months ago