SCUT-IEL / STAnetLinks
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"
☆13Updated 2 years ago
Alternatives and similar repositories for STAnet
Users that are interested in STAnet are comparing it to the libraries listed below
Sorting:
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆62Updated 5 months ago
- The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"☆17Updated 3 years ago
- ☆39Updated 11 months ago
- Global Adaptive Transformer for Cross-Subject EEG Classification.☆28Updated last year
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆23Updated last year
- Towards Domain Free Transformer for Generalized EEG Pre-training☆28Updated 6 months ago
- ☆24Updated last year
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆54Updated last month
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆70Updated last year
- ☆66Updated 2 years ago
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆73Updated 2 months ago
- SPD-CNN: A Plain CNN-Based Model Using the Symmetric Positive Definite Matrices for Cross-Subject EEG Classification with Meta-Transfer-L…☆23Updated 3 years ago
- [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN☆43Updated 10 months ago
- ☆17Updated 2 years ago
- SOTA methods for performing emotion classification using Transformers.☆21Updated 3 years ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆72Updated last week
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆119Updated 2 years ago
- ☆96Updated 11 months ago
- ☆37Updated last year
- Using GAN to create synthetic and partially synthetic EEG data to augment training sets for motor imagery interaction tasks☆12Updated 6 years ago
- official implementation of the PR-PL model (arxiv:https://arxiv.org/abs/2202.06509)☆44Updated last year
- code for LMDA☆84Updated 2 years ago
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆91Updated 4 months ago
- ☆32Updated 2 years ago
- A Lightweight and High Performance Neural network for MI-EEG decoding☆35Updated 7 months ago
- ☆31Updated 5 months ago
- GGN model for seizure classification (datasets: TUH EEG seizure TUSZ 1.5.2)☆63Updated last year
- BIBM 24, mixture of graph experts for cross-subject EEG emotion recognitions☆12Updated 6 months ago
- KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs☆76Updated 2 weeks ago
- Official implementation of 'Adapting to Inter-Subject Variability in EEG-Based Motor Imagery Classification with Meta-Learning' (ICLR 202…☆16Updated 2 years ago