Emotion recognition based on DEAP dataset using One-Dimensional CNN, dan RNN (GRU, and LSTM).
☆18Nov 24, 2021Updated 4 years ago
Alternatives and similar repositories for deap-cnn-lstm
Users that are interested in deap-cnn-lstm are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
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…☆61Dec 9, 2022Updated 3 years ago
- Emotion Recogniton LSTM RNN Arousal Valence☆65Mar 2, 2023Updated 3 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 last year
- Emotional Classification with the DEAP dataset using EEGLAB, matlab and python. Currently in the status of developing a more efficient an…☆20Jul 5, 2020Updated 5 years ago
- Emotion Recognition using ML methods on the SEED dataset☆22Aug 6, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- EEG Emotion classification using the DEAP pre-processed data☆165Nov 7, 2018Updated 7 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…☆138Apr 4, 2021Updated 5 years ago
- EEG-based emotion classification using DEAP dataset☆154Mar 1, 2023Updated 3 years ago
- 在 SEED 数据集上做 EEG 情绪识别☆131Nov 4, 2020Updated 5 years ago
- ☆32Apr 10, 2021Updated 5 years ago
- Analysis of EEG Signals and Facial Expressions for Continuous Emotion Detection code☆28Nov 30, 2025Updated 5 months ago
- An example of implementing adversarial discriminative domain adaptation on captcha dataset by using keras☆11Feb 6, 2018Updated 8 years ago
- Imagined speech recognition using EEG signals. KaraOne database, FEIS database.☆24Dec 24, 2025Updated 5 months ago
- PyTorch EEG emotion analysis using DEAP dataset☆94Dec 5, 2017Updated 8 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- My toy model for natural language inference task.☆11Aug 6, 2018Updated 7 years ago
- h5涂色小游戏☆12Jan 1, 2023Updated 3 years ago
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆45Jul 2, 2019Updated 6 years ago
- NeurIPS 2021 - Benchmarks for EEG Transfer Learning - cross-subject sleep stage decoding, cross-dataset motor imagery decoding☆13Dec 9, 2021Updated 4 years ago
- Repo for final year project☆59Oct 2, 2020Updated 5 years ago
- Integration of Internet of Things, Cloud Computing and Artificial Intelligence.☆13Mar 19, 2021Updated 5 years ago
- Matlab and SPM based code to extract features of network dynamics from neurophysiological recordings☆11Sep 7, 2017Updated 8 years ago
- Using 1D CNN (convolutional neural network) deep learning technique to classify ECG (electrocardiography) signals as normal or abnormal. …☆16Feb 18, 2020Updated 6 years ago
- Repetition code of the model for the paper "EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks" in pytorch☆123May 3, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- This is the codes repository for the paper "Emotion-Guided Music Accompaniment Generation based on VAE".☆13Oct 11, 2023Updated 2 years ago
- Custom version of LSTNet☆13Jul 18, 2021Updated 4 years ago
- In this repository, based on the latest NLP pappers, we researched on sequential data and time series and developed tasks in NLP such as …☆13May 11, 2024Updated 2 years ago
- This model replaces the original CompactCNN with a Transformer model. It is designed to classify 1D EEG signals for the purpose of dr…☆12Jun 26, 2023Updated 2 years ago
- Code for paper "Targeted Sentiment Classification Based on Attentional Encoding and Graph Convolutional Networks"☆10Mar 8, 2020Updated 6 years ago
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆96May 26, 2022Updated 4 years ago
- Emotion analysis on DREAMER dataset using various Deep Learning Techniques☆13Jan 1, 2021Updated 5 years ago
- PyTEAP: A Python implementation of Toolbox for Emotion Analysis using Physiological signals (TEAP).☆16Dec 8, 2020Updated 5 years ago
- Vue-云餐厅☆10Dec 7, 2022Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆16Nov 22, 2022Updated 3 years ago
- MVMTnet - Multi-variate Multi-modal Transformer network implementation for multi-class classification of Cardiac abnormalities using clin…☆16Feb 24, 2023Updated 3 years ago
- Code for our IJCNN 2018 paper "Emotion Recognition from Multi-Channel EEG through Parallel Convolutional Recurrent Neural Network"☆11Jul 31, 2018Updated 7 years ago
- This repository contains the python scripts developed as a part of the work presented in the paper "STAnet: A Spatiotemporal Attention Ne…☆15May 10, 2023Updated 3 years ago
- Pytorch implementation of Adversarial Discriminative Domain Adaptation☆13Mar 20, 2020Updated 6 years ago
- 使用4D切片方式,利用深度学习从时、频、空间域进行EEG情绪识别解码☆29Feb 5, 2023Updated 3 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