hamzaamrani / EEG-to-Text-DecodingLinks
☆20Updated 11 months ago
Alternatives and similar repositories for EEG-to-Text-Decoding
Users that are interested in EEG-to-Text-Decoding are comparing it to the libraries listed below
Sorting:
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆159Updated 7 months ago
- Deep Learning pipeline for motor-imagery classification.☆61Updated 3 years ago
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆165Updated 8 months ago
- ☆38Updated 2 months ago
- Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals☆45Updated 7 months ago
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆136Updated last year
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆76Updated 3 weeks ago
- code for LMDA☆81Updated 2 years ago
- ☆105Updated 4 years ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆70Updated 2 months ago
- LibEER: A Comprehensive Benchmark and Algorithm Library for EEG-based Emotion Recognition☆82Updated last week
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆25Updated 2 months ago
- ☆66Updated last year
- NeurIPS 24, decoding video from EEG signals☆83Updated 2 months ago
- Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]☆44Updated last year
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆60Updated 2 weeks ago
- ☆37Updated last year
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆125Updated last week
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆46Updated 2 years ago
- This repository contains the python scripts developed as a part of the work presented in the paper "STAnet: A Spatiotemporal Attention Ne…☆11Updated 2 years ago
- Attention temporal convolutional network for EEG-based motor imagery classification☆268Updated 3 months ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆146Updated 2 weeks ago
- A Lightweight and High Performance Neural network for MI-EEG decoding☆28Updated 4 months ago
- Pytorch implementation of EEGNet.☆46Updated 2 years ago
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆74Updated 11 months ago
- EEG-Based Emotion Recognition☆58Updated last year
- NeurIPS 2024 poster☆26Updated 6 months ago
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆20Updated last year
- [ICLR 2024 spotlight] Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI☆394Updated 3 months ago
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆75Updated 3 years ago