Ktn1ga / EEG_FACTLinks
☆14Updated last year
Alternatives and similar repositories for EEG_FACT
Users that are interested in EEG_FACT are comparing it to the libraries listed below
Sorting:
- [TAFFC-2022] PyTorch implementation of TSception v2☆147Updated 2 years ago
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆91Updated 3 years ago
- LibEER: A Comprehensive Benchmark and Algorithm Library for EEG-based Emotion Recognition☆160Updated 3 months ago
- code for LMDA☆87Updated 2 years ago
- ☆21Updated 2 years ago
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆75Updated last year
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆127Updated 2 years ago
- IEEE Transactions on Emerging Topics in Computational Intelligence☆72Updated 9 months ago
- A Lightweight and High Performance Neural network for MI-EEG decoding☆38Updated 10 months ago
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆38Updated 6 months ago
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆104Updated 7 months ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆31Updated 8 months ago
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆92Updated last month
- Public Models considered for emotion estimation from EEG☆34Updated 3 years ago
- official implementation of the PR-PL model (arxiv:https://arxiv.org/abs/2202.06509)☆51Updated last year
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆78Updated 2 years ago
- This is an implentation of paper GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition☆83Updated 3 years ago
- ☆41Updated last year
- Official PyTorch repository for multimodal emotion recognition wih hypercomplex models (ICASSPW 2023, RTSI 2024, MLSP 2024)☆90Updated 8 months ago
- ☆11Updated 3 years ago
- ☆19Updated 2 years ago
- ☆15Updated 4 years ago
- ☆13Updated 2 years ago
- MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion☆47Updated 5 years ago
- Attention temporal convolutional network for EEG-based motor imagery classification☆318Updated 2 months ago
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆67Updated 4 months ago
- This is the PyTorch implementation of the FBSTCNet-M architecture for EEG-based emotion classification.☆23Updated last year
- Deep Learning pipeline for motor-imagery classification.☆64Updated 4 years ago
- ☆32Updated 5 months ago
- EEG-based Emotion Recognition via Channel-wise Attention and Self Attention☆15Updated 5 years ago