hamzaamrani / EEG-to-Text-DecodingLinks
☆22Updated last year
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.…☆167Updated 2 months ago
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆206Updated 11 months ago
- Deep Learning pipeline for motor-imagery classification.☆61Updated 3 years ago
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆182Updated last month
- ☆38Updated last week
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆88Updated 3 months ago
- Official PyTorch repository for multimodal emotion recognition wih hypercomplex models (ICASSPW 2023, RTSI 2024, MLSP 2024)☆77Updated 4 months ago
- Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]☆45Updated last year
- ☆29Updated 4 months ago
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆150Updated last year
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆161Updated 3 months ago
- LibEER: A Comprehensive Benchmark and Algorithm Library for EEG-based Emotion Recognition☆99Updated 3 weeks ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆26Updated 4 months ago
- ☆109Updated 4 years ago
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆81Updated 3 years ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆71Updated 3 months ago
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆68Updated last month
- EEG-Based Emotion Recognition☆59Updated last year
- [ICLR 2024 spotlight] Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI☆445Updated last week
- NeurIPS 24, decoding video from EEG signals☆101Updated 5 months ago
- official implementation of the PR-PL model (arxiv：https://arxiv.org/abs/2202.06509)☆43Updated last year
- A Lightweight and High Performance Neural network for MI-EEG decoding☆33Updated 6 months ago
- Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals☆47Updated 10 months ago
- [ICLR 2025] NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals☆93Updated 2 weeks ago
- NeurIPS 2024 poster☆26Updated 9 months ago
- code for LMDA☆84Updated 2 years ago
- The official implementation of the paper "Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Con…☆29Updated 5 months ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆72Updated 5 months ago
- ☆37Updated last year
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆52Updated last week