Mozartuss / DEAP-Emotion-RecognitionView external linksLinks
Emotion Recogniton LSTM RNN Arousal Valence
☆63Mar 2, 2023Updated 2 years ago
Alternatives and similar repositories for DEAP-Emotion-Recognition
Users that are interested in DEAP-Emotion-Recognition are comparing it to the libraries listed below
Sorting:
- 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
- Emotion recognition based on DEAP dataset using One-Dimensional CNN, dan RNN (GRU, and LSTM).☆18Nov 24, 2021Updated 4 years ago
- Simply emotion analyse and classify using EEG data based on DEAP dataset, using python and sklearn(SVM,KNN,Tree). 简单的EEG脑电数据情感分析，使用python…☆41May 11, 2025Updated 9 months ago
- 硕士期间课题研究记录☆17Feb 25, 2023Updated 2 years ago
- EEG Emotion classification using the DEAP pre-processed data☆164Nov 7, 2018Updated 7 years ago
- My master thesis about emotion recognition from EEG data with a time series transformer☆22Aug 1, 2023Updated 2 years ago
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆91May 26, 2022Updated 3 years ago
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆78Feb 22, 2023Updated 2 years ago
- This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score using machi…☆189Mar 1, 2019Updated 6 years ago
- EEG-based emotion classification using DEAP dataset☆157Mar 1, 2023Updated 2 years ago
- Emotion recognition base on EEG.☆19Jun 1, 2023Updated 2 years ago
- Statistical comparison study of valence-arousal classifiers from EEG signals on DEAP and MANHOB datasets☆12Sep 28, 2022Updated 3 years ago
- 脑电情绪识别☆13Nov 20, 2022Updated 3 years ago
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆38Jul 24, 2025Updated 6 months ago
- ☆13Aug 31, 2023Updated 2 years ago
- EEG-based Emotion Recognition via Channel-wise Attention and Self Attention☆15Sep 21, 2020Updated 5 years ago
- ☆26Jan 11, 2024Updated 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
- ECLGCNN is an emotion recognition method based on EEG data.☆19Jun 5, 2023Updated 2 years ago
- 在 SEED 数据集上做 EEG 情绪识别☆123Nov 4, 2020Updated 5 years ago
- ☆33Apr 10, 2021Updated 4 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆94Dec 5, 2017Updated 8 years ago
- ☆32May 2, 2023Updated 2 years ago
- DEAP Dataset Analysis Code☆51Jan 18, 2018Updated 8 years ago
- Emotion Recognition from EEG Signals using the DEAP dataset with 86.4% accuracy. Applied multiple machine learning models and implemented…☆89Aug 3, 2019Updated 6 years ago
- This repository contains the tensorflow implementation for our ICONIP-2018 paper: "Continuous Convolutional Neural Network with 3D Input …☆59Apr 20, 2023Updated 2 years ago
- Emotional Classification with the DEAP dataset using EEGLAB, matlab and python. Currently in the status of developing a more efficient an…☆21Jul 5, 2020Updated 5 years ago
- A fundamental exploration about EEG-BCI emotion recognition using the SEED dataset & dataset from kaggle.☆11Mar 11, 2024Updated last year
- 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
- REAL-TIME EMOTION RECOGNITION FROM EEG SIGNALS USING ONE ELECTRODE DEVICE☆10Feb 23, 2021Updated 4 years ago
- Real-time Emotion Recognition using Physiological signals in e-Learning Here one can find the development of realtime emotion recognition…☆24May 18, 2024Updated last year
- A locally temporal-spatial pattern learning graph attention network (LTS-GAT) for EEG emotion recognition.☆12Jun 4, 2022Updated 3 years ago
- This repository contains the tensorflow implementation for the paper: "Emotion Recognition from Multi-Channel EEG through Parallel Convol…☆47Oct 25, 2019Updated 6 years ago
- ☆11May 15, 2019Updated 6 years ago
- ☆13Jan 19, 2019Updated 7 years ago
- EEG-based Emotion Recognition using Deep Reinforcement Learning☆17Dec 31, 2023Updated 2 years ago
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆67Sep 29, 2025Updated 4 months ago
- pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks☆100Jun 21, 2023Updated 2 years ago