LianghuiGuo / TA-STS-ConvNetLinks
Codes for our paper "Triple-Attention-based Spatio-Temporal-Spectral Convolutional Network for Epileptic Seizure Prediction "
☆21Updated 2 years ago
Alternatives and similar repositories for TA-STS-ConvNet
Users that are interested in TA-STS-ConvNet are comparing it to the libraries listed below
Sorting:
- Emotion recognition base on EEG.☆17Updated 2 years ago
- Official implementation of the paper "GANSER: A Self-supervised Data Augmentation Framework for EEG-based Emotion Recognition"☆74Updated 3 years ago
- My master thesis about emotion recognition from EEG data with a time series transformer☆21Updated 2 years ago
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆33Updated 2 weeks ago
- A Residual based Attention Model for EEG basedSleep Staging☆11Updated 3 years ago
- [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"☆55Updated 2 years ago
- ☆32Updated 2 years ago
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆53Updated 2 months ago
- ECLGCNN is an emotion recognition method based on EEG data.☆19Updated 2 years ago
- Epileptic Seizure Detection on EEG Data based on CHB-MIT database.☆20Updated last year
- pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks☆93Updated 2 years ago
- 硕士期间课题研究记录☆17Updated 2 years ago
- Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementat…☆59Updated 2 years ago
- A ViT based transformer applied on multi-channel time-series EEG data for motor imagery classification☆181Updated 3 months ago
- Feature selection for DEAP data☆8Updated 3 years ago
- A Pytorch implementation of our paper "Adaptive Spatial-Temporal Aware Graph Learning for EEG-based Emotion Recognition".☆17Updated last year
- SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging☆37Updated last year
- [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"☆240Updated last year
- SOTA methods for performing emotion classification using Transformers.☆21Updated 2 years ago
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆62Updated 3 months ago
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆68Updated 2 years ago
- Emotion Recognition Transformer Network Based EEG Signals.☆20Updated last year
- 运动想象分类模型---ATCNet,源代码融合了关于EEGNet,DeepConvNet,ShallowConvNet等多种典型模型作对比☆27Updated 2 years ago
- 基于单通道脑电信号的自动睡眠分期研究(Automatic Sleep Staging Based on EEG Signal using Deep Network)☆33Updated 2 years ago
- ☆83Updated 3 years ago
- ☆13Updated last year
- ECE-GY 9123 Project: GCN-Explain-Net: An Explainable Graph Convolutional Neural Network (GCN) for EEG-based Motor Imagery Classification …☆50Updated 4 years ago
- Clasificación de señales de EEG de imaginación motora y calculo mental con redes neuronales convolucionales y redes neuronales recurrente…☆47Updated 2 years ago
- Attention temporal convolutional network for EEG-based motor imagery classification☆269Updated 4 months ago
- 在 SEED 数据集上做 EEG 情绪识别☆112Updated 4 years ago