BINE022 / EEGPT
Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 2024].
☆60Updated 2 months ago
Alternatives and similar repositories for EEGPT:
Users that are interested in EEGPT are comparing it to the libraries listed below
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆98Updated last year
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆121Updated last month
- ☆37Updated 3 years ago
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆50Updated last month
- code for LMDA☆70Updated last year
- ☆33Updated 11 months ago
- ☆29Updated 7 months ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆45Updated last year
- ACM MM 2023☆38Updated 2 months ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆59Updated last month
- ☆28Updated last month
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆64Updated 2 years ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆31Updated last month
- [Sensors 2024] Mental State Recognition by Analyzing Multimodal EEG-fNIRS via CNN☆15Updated 7 months ago
- ☆56Updated last year
- Matlab code for SBLEST algorithm☆39Updated 10 months ago
- Deep Learning pipeline for motor-imagery classification.☆59Updated 3 years ago
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆37Updated 7 months ago
- Attention temporal convolutional network for EEG-based motor imagery classification☆209Updated last month
- GGN model for seizure classification (datasets: TUH EEG seizure TUSZ 1.5.2)☆44Updated last year
- [TAFFC-2022] PyTorch implementation of TSception v2☆97Updated last year
- Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]☆35Updated 9 months ago
- Corpus of resources for multimodal machine learning with physiological signals (mmps).☆46Updated this week
- ☆67Updated 2 months ago
- ☆18Updated last month
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆121Updated last year
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆62Updated 5 months ago
- ☆21Updated last year
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆57Updated last year
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆41Updated 2 years ago