SCUT-IEL / STAnet
This repository contains the python scripts developed as a part of the work presented in the paper "STAnet: A Spatiotemporal Attention Network for Decoding Auditory Spatial Attention From EEG"
☆11Updated 2 years ago
Alternatives and similar repositories for STAnet:
Users that are interested in STAnet are comparing it to the libraries listed below
- The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"☆14Updated 2 years ago
- Global Adaptive Transformer for Cross-Subject EEG Classification.☆27Updated last year
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆18Updated 9 months ago
- ☆14Updated 2 years ago
- Towards Domain Free Transformer for Generalized EEG Pre-training☆26Updated 2 weeks ago
- ☆20Updated 9 months ago
- ☆25Updated 5 months ago
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆55Updated last year
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆47Updated 3 weeks ago
- ☆13Updated last year
- [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN☆37Updated 4 months ago
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆42Updated 11 months ago
- My master thesis about emotion recognition from EEG data with a time series transformer☆21Updated last year
- ECE-GY 9123 Project: GCN-Explain-Net: An Explainable Graph Convolutional Neural Network (GCN) for EEG-based Motor Imagery Classification …☆50Updated 3 years ago
- ☆60Updated last year
- SPD-CNN: A Plain CNN-Based Model Using the Symmetric Positive Definite Matrices for Cross-Subject EEG Classification with Meta-Transfer-L…☆21Updated 2 years ago
- ☆34Updated 11 months ago
- High-East / Attention-based-spatio-temporal-spectral-feature-learning-for-subject-specific-EEG-classificationOfficial code for "Attention-Based Spatio-Temporal-Spectral Feature Learning for Subject-Specific EEG Classification" paper☆37Updated 3 years ago
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆42Updated last month
- The paper is being submitted☆16Updated last year
- A Lightweight and High Performance Neural network for MI-EEG decoding☆23Updated last month
- ☆11Updated last year
- ☆17Updated 2 months ago
- KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs☆60Updated 3 months ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆23Updated 8 months ago
- ☆30Updated 2 years ago
- http://www.eecs.qmul.ac.uk/mmv/datasets/deap/☆28Updated 4 years ago
- code for LMDA☆79Updated last year
- Official implementation of 'Adapting to Inter-Subject Variability in EEG-Based Motor Imagery Classification with Meta-Learning' (ICLR 202…☆14Updated last year
- This is a community implementation of EEG-ConvTransformer☆17Updated last year