☆109Mar 16, 2019Updated 7 years ago
Alternatives and similar repositories for EEG-Emotion-classification
Users that are interested in EEG-Emotion-classification are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Emotion Recognition from EEG Signals using the DEAP dataset with 86.4% accuracy. Applied multiple machine learning models and implemented…☆91Aug 3, 2019Updated 6 years ago
- Feature selection via dependence maximization for EEG based emotion classification.☆52Nov 23, 2014Updated 11 years ago
- This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score using machi…☆195Mar 1, 2019Updated 7 years ago
- Processed the DEAP dataset on basis of 1) PSD (power spectral density) and 2)DWT(discrete wavelet transform) features . Classifies the EE…☆134May 21, 2020Updated 6 years ago
- EEG Emotion classification using the DEAP pre-processed data☆166Nov 7, 2018Updated 7 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.
- Emotional Classification with the DEAP dataset using EEGLAB, matlab and python. Currently in the status of developing a more efficient an…☆20Jul 5, 2020Updated 6 years ago
- Realtime emotion recognition from EEG data.☆177Oct 24, 2018Updated 7 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆95Dec 5, 2017Updated 8 years ago
- This repository contains the tensorflow implementation for the paper: "Emotion Recognition from Multi-Channel EEG through Parallel Convol…☆48Oct 25, 2019Updated 6 years ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆96May 23, 2018Updated 8 years ago
- ☆36Mar 23, 2019Updated 7 years ago
- for the paper "V-3DCNN, emotion recognition based on EEG"☆13Jul 28, 2022Updated 3 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
- 在 SEED 数据集上做 EEG 情绪识别☆132Nov 4, 2020Updated 5 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆45Jul 2, 2019Updated 7 years ago
- This project was a joint effort with the neurology labs at UNL and UCD Anschutz to use deep learning to classify EEG data.☆223Oct 5, 2017Updated 8 years ago
- A convolutional neural network developed in python using the Keras machine learning framework used to categorize brain signal based on wh…☆23May 31, 2018Updated 8 years ago
- EEG Data Classification with CNN, LSTM/GRU, and Mixed LSTM Models☆39Sep 29, 2019Updated 6 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…☆61Dec 9, 2022Updated 3 years ago
- A comparison of different classifiers in valence and arousal detection using the DEAP database for EEG☆15May 1, 2019Updated 7 years ago
- Feature extraction for EEG signals☆28Jan 23, 2020Updated 6 years ago
- Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble☆81Oct 26, 2021Updated 4 years ago
- Repo for final year project☆59Oct 2, 2020Updated 5 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.
- KNN classifier for human emotion from EEG☆22Nov 19, 2020Updated 5 years ago
- Confronto fra cinque diversi modelli di machine learning per il riconoscimento delle emozioni usando rivelazioni EEG e movimento oculare …☆13Oct 5, 2023Updated 2 years ago
- A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.☆1,160Jul 20, 2025Updated 11 months ago
- EEG preprocessing methods for classifying person emotions have been widely applied. However, there still remain some parts where determin…☆24Feb 17, 2016Updated 10 years ago
- Analyze and manipulate EEG data using PyEEGLab.☆64Dec 5, 2020Updated 5 years ago
- DEAP Dataset Analysis Code☆52Jan 18, 2018Updated 8 years ago
- EEG Sleep stage classification using CNN with Keras☆185Jun 17, 2024Updated 2 years ago
- This repository contains the tensorflow implementation for our ICONIP-2018 paper: "Continuous Convolutional Neural Network with 3D Input …☆59Apr 20, 2023Updated 3 years ago
- This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal cl…☆1,538May 2, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This is the code for the paper Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition☆13Mar 15, 2022Updated 4 years ago
- EEG Emotion Classification algorithm - copy from private☆15Mar 1, 2016Updated 10 years ago
- Using GAN to create synthetic and partially synthetic EEG data to augment training sets for motor imagery interaction tasks☆13Aug 27, 2019Updated 6 years ago
- Eye open and close classification using Machine Learning☆17Jul 7, 2018Updated 7 years ago
- Emotion recognition using DEAP dataset,GSR。☆40Nov 24, 2018Updated 7 years ago
- Currently working on analysis of EEG (Electroencephalography) signals on the emotion recognition and sleep stage classification problems.…☆16Oct 20, 2017Updated 8 years ago
- ☆20Jul 30, 2020Updated 5 years ago