chaklam-silpasuwanchai / EEG-Emotion-RecognitionView external linksLinks
This repository compares typical and advanced modeling approaches for EEG Emotion Recognition.
☆30Sep 18, 2022Updated 3 years ago
Alternatives and similar repositories for EEG-Emotion-Recognition
Users that are interested in EEG-Emotion-Recognition are comparing it to the libraries listed below
Sorting:
- A basic demonstration how to use Python, MNE, and PyTorch to analyze EEG signal.☆24Dec 6, 2022Updated 3 years ago
- ☆33Apr 10, 2021Updated 4 years ago
- ☆32May 2, 2023Updated 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…☆66Apr 27, 2023Updated 2 years ago
- 硕士期间课题研究记录☆17Feb 25, 2023Updated 2 years ago
- EEG-based emotion classification using DEAP dataset☆157Mar 1, 2023Updated 2 years ago
- Public Models considered for emotion estimation from EEG☆34Sep 8, 2022Updated 3 years ago
- Emotion recognition using DEAP dataset ，GSR。☆39Nov 24, 2018Updated 7 years ago
- This repository contains information on emotion recognition from eeg signals using DEAP data set☆10Jul 16, 2021Updated 4 years ago
- ECG reconstruction☆14Nov 29, 2023Updated 2 years ago
- http://www.eecs.qmul.ac.uk/mmv/datasets/deap/☆28Mar 1, 2021Updated 4 years ago
- ☆11May 20, 2023Updated 2 years ago
- EEG emotion classification based on Graph CNN and fine-gained algorithm.☆12Dec 11, 2020Updated 5 years ago
- 对一段脑电信号进行预处理，包括工频干扰消除、基线漂移消除，对预处理后的脑电信号进行频谱分析☆13Jul 16, 2021Updated 4 years ago
- Statistical comparison study of valence-arousal classifiers from EEG signals on DEAP and MANHOB datasets☆12Sep 28, 2022Updated 3 years ago
- Code for processing and managing data for EEG-based emotion recognition of individuals with and without Autism. EEG and other clinical da…☆57Jun 11, 2025Updated 8 months ago
- 脑电情绪识别☆13Nov 20, 2022Updated 3 years ago
- A Residual based Attention Model for EEG basedSleep Staging☆11Sep 8, 2021Updated 4 years ago
- Code to deploy a CNN to classify emotions using EEG Signals, based off the DEAP Dataset☆12Mar 2, 2024Updated last year
- Machine Learning course at dsai.asia☆16Aug 17, 2022Updated 3 years ago
- The project uses EEG signals from the DEAP Dataset to classify emotions into 4 classes using Ensembled 1-D CNNs, LSTMs and 2D , 3D CNNs a…☆60Dec 9, 2022Updated 3 years ago
- ECE-GY 9123 Project: GCN-Explain-Net: An Explainable Graph Convolutional Neural Network (GCN) for EEG-based Motor Imagery Classification …☆54May 20, 2021Updated 4 years ago
- EEG-based Emotion Recognition using Deep Reinforcement Learning☆17Dec 31, 2023Updated 2 years ago
- This is the repository for the course Python for Data Science covering Python Basics, Data Science Libraries (e.g., Pandas, Matplotlib, S…☆65Nov 14, 2023Updated 2 years ago
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆44Jul 2, 2019Updated 6 years ago
- A Pytorch implementation of our paper "Adaptive Spatial-Temporal Aware Graph Learning for EEG-based Emotion Recognition".☆17Jan 8, 2024Updated 2 years ago
- Codes for our paper "Triple-Attention-based Spatio-Temporal-Spectral Convolutional Network for Epileptic Seizure Prediction "☆22Nov 16, 2022Updated 3 years ago
- Deep Learning (a.k.a. Recent Trends in Machine Learning) course at dsai.asia☆18Apr 21, 2023Updated 2 years ago
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆78Feb 22, 2023Updated 2 years ago
- Using Stable Diffusion on the DEAP Dataset to argument new data and improve classification☆22Jun 23, 2023Updated 2 years ago
- the implementation of multimodal emtion recognizer —— CTCNe which is proposed in "Learning Regional-Level Feature Fusion and Sentiment-Re…☆19Jul 26, 2020Updated 5 years ago
- This is an implentation of paper GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition☆83Apr 7, 2022Updated 3 years ago
- Implementation of graph convolutional networks based on PyTorch Geometric to classify EEG signals.☆56Jun 15, 2021Updated 4 years ago
- My master thesis about emotion recognition from EEG data with a time series transformer☆22Aug 1, 2023Updated 2 years ago
- Emotion recognition can be achieved by obtaining signals from the brain by EEG . This test records the activity of the brain in form of w…☆136Apr 4, 2021Updated 4 years ago
- Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity☆43Jun 3, 2020Updated 5 years ago
- Analysis of Transformer attention in EEG signal classification☆48Sep 1, 2024Updated last year
- Processed the DEAP dataset on basis of 1) PSD (power spectral density) and 2)DWT(discrete wavelet transform) features . Classifies the EE…☆133May 21, 2020Updated 5 years ago
- ☆20Jul 30, 2020Updated 5 years ago