eeyhsong / NICE-EEG
[ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii. Resolving brain activity for biological plausibility.
☆135Updated 3 months ago
Alternatives and similar repositories for NICE-EEG:
Users that are interested in NICE-EEG are comparing it to the libraries listed below
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆116Updated last month
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆42Updated 4 months ago
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆104Updated 5 months ago
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆66Updated last month
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆114Updated last year
- ☆96Updated 4 years ago
- NeurIPS 24, decoding video from EEG signals☆62Updated 2 months ago
- Attention temporal convolutional network for EEG-based motor imagery classification☆237Updated last week
- ☆33Updated last year
- Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]☆38Updated last year
- Reconstructing Visual Percepts from EEG☆28Updated 3 weeks ago
- code for LMDA☆78Updated last year
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆64Updated 2 weeks ago
- The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.☆28Updated 2 months ago
- Use DNNs to build encoding models of EEG visual responses.☆76Updated 2 weeks ago
- ☆32Updated 10 months ago
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆104Updated last year
- ☆43Updated 5 months ago
- NeurIPS 2024 poster☆24Updated 3 months ago
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆65Updated 3 months ago
- ☆9Updated 3 weeks ago
- [ICLR 2024 spotlight] Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI☆326Updated 2 weeks ago
- ☆79Updated 4 months ago
- [NN 2024] Channel Reflection: Knowledge-Driven Data Augmentation for EEG-based Brain–Computer Interfaces☆15Updated 7 months ago
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆69Updated 7 months ago
- ☆10Updated 5 months ago
- Corpus of resources for multimodal machine learning with physiological signals (mmps).☆65Updated 2 weeks ago
- Deep Learning pipeline for motor-imagery classification.☆59Updated 3 years ago
- ☆35Updated last month
- ☆59Updated last year