A locally temporal-spatial pattern learning graph attention network (LTS-GAT) for EEG emotion recognition.
☆12Jun 4, 2022Updated 3 years ago
Alternatives and similar repositories for LTS-GAT-model
Users that are interested in LTS-GAT-model are comparing it to the libraries listed below
Sorting:
- REAL-TIME EMOTION RECOGNITION FROM EEG SIGNALS USING ONE ELECTRODE DEVICE☆10Feb 23, 2021Updated 5 years ago
- EEG-based Emotion Recognition using Deep Reinforcement Learning☆17Dec 31, 2023Updated 2 years ago
- pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks☆100Jun 21, 2023Updated 2 years ago
- ECLGCNN is an emotion recognition method based on EEG data.☆19Jun 5, 2023Updated 2 years ago
- 浙江工业大学暑假实训，树莓派小车4WD，主题为安保小车，具有红外循迹，自动避障，opencv人脸检测，腾讯API接口实现人脸对比，语音识别功能☆19Jul 11, 2023Updated 2 years ago
- 硕士期间课题研究记录☆17Feb 25, 2023Updated 3 years ago
- My master thesis about emotion recognition from EEG data with a time series transformer☆22Aug 1, 2023Updated 2 years ago
- Simple demo for traditional image process.☆28Dec 13, 2021Updated 4 years ago
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆78Feb 22, 2023Updated 3 years ago
- This a 3D rockfall detection project based on point cloud classification with PointNet and PointNet++ models. The repository includes Ten…☆12Jan 13, 2026Updated last month
- This repository contains the code for emotion recognition using wavelet transform and svm classifiers' rbf kernel.☆35Feb 25, 2023Updated 3 years ago
- This is my paper.☆10Jun 24, 2023Updated 2 years ago
- ☆11Mar 23, 2024Updated last year
- Based on EEG signal, the differential entropy feature is extracted, and the convolution neural network based on time domain network and a…☆13Sep 21, 2022Updated 3 years ago
- A source code for "VIGNet: A deep convolutional neural network for EEG-based driver vigilance estiamtion"☆10May 15, 2022Updated 3 years ago
- MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion☆48Oct 25, 2020Updated 5 years ago
- Codes for Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning☆11May 5, 2022Updated 3 years ago
- residual deep cnn and lstm for classifying SEED data☆13May 1, 2023Updated 2 years ago
- Extract features from recorded EEG signal to detect driver fatigue with an ML/DL Hybrid Classifier☆15Jun 15, 2020Updated 5 years ago
- [ICML 2024] Temporal Spiking Neural Networks with Synaptic Delay for Graph Reasoning☆11Jun 1, 2024Updated last year
- ☆10May 29, 2024Updated last year
- ☆12Aug 2, 2022Updated 3 years ago
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆12Nov 20, 2020Updated 5 years ago
- A pytorch implementation of the AAAI2021 paper GraCapsNet: Interpretable Graph Capsule Networks for Object Recognition☆10Oct 2, 2022Updated 3 years ago
- 包括轮廓自动识别筛选，区域分割，以及传统的缺陷检测算法☆13Jul 16, 2022Updated 3 years ago
- GCN with MNE input and preprocessing☆10Sep 27, 2020Updated 5 years ago
- ☆10Apr 27, 2021Updated 4 years ago
- Attention-based LSTM, CNN and CNN+LSTM model for running fatigue detection with IMU Python3.7.9 TensorFlow2.0 Anaconda with Jupyter Panda…☆13Jun 17, 2025Updated 8 months ago
- Improving PointNet through the use of Self-Attention Layers to combine overall with fine-grained features.☆13Sep 22, 2023Updated 2 years ago
- ☆12Mar 8, 2023Updated 2 years ago
- ☆12Apr 18, 2023Updated 2 years ago
- An efficient spiking variational autoencoder☆13Nov 13, 2023Updated 2 years ago
- EEG emotion classification based on Graph CNN and fine-gained algorithm.☆12Dec 11, 2020Updated 5 years ago
- NeuroBridge (AAAI 2026): Self-Supervised EEG-to-Image Decoding.☆23Feb 12, 2026Updated 2 weeks ago
- The source code for the paper entitled "A Tandem Learning Rule for Effective Training and Rapid Inference of Deep Spiking Neural Networks…☆14Jul 4, 2021Updated 4 years ago
- An EEG-based emotion recognition system using Simple Recurrent Units(SRU) in Pytorch library. It identifies three emotions: positive, neu…☆12Dec 11, 2021Updated 4 years ago
- ☆17Dec 7, 2024Updated last year
- Consider RISs as reflected antenna arrays and propose a framework to achieve fair beam allocations through a single RIS. Elucidate essent…☆12Oct 11, 2024Updated last year
- Framework for object detection and instance segmentation models from the YOLOv8 family with SAM support☆10May 13, 2025Updated 9 months ago