DEAP Dataset Analysis Code
☆52Jan 18, 2018Updated 8 years ago
Alternatives and similar repositories for deap_analysis
Users that are interested in deap_analysis 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 using DEAP dataset，GSR。☆39Nov 24, 2018Updated 7 years ago
- Emotional Classification with the DEAP dataset using EEGLAB, matlab and python. Currently in the status of developing a more efficient an…☆19Jul 5, 2020Updated 6 years ago
- EEG Emotion classification using the DEAP pre-processed data☆166Nov 7, 2018Updated 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…☆133May 21, 2020Updated 6 years ago
- Emotion Recognition from EEG Signals using the DEAP dataset with 86.4% accuracy. Applied multiple machine learning models and implemented…☆90Aug 3, 2019Updated 7 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- PyTorch EEG emotion analysis using DEAP dataset☆97Dec 5, 2017Updated 8 years ago
- This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score using machi…☆201Mar 1, 2019Updated 7 years ago
- A comparison of different classifiers in valence and arousal detection using the DEAP database for EEG☆15May 1, 2019Updated 7 years ago
- for the paper "V-3DCNN, emotion recognition based on EEG"☆13Jul 28, 2022Updated 4 years ago
- Emotion recognition based on DEAP dataset using One-Dimensional CNN, dan RNN (GRU, and LSTM).☆18Nov 24, 2021Updated 4 years ago
- This repository contains the tensorflow implementation for the paper: "Emotion Recognition from Multi-Channel EEG through Parallel Convol…☆47Oct 25, 2019Updated 7 years ago
- EEG-based emotion classification using DEAP dataset☆156Mar 1, 2023Updated 3 years ago
- ☆33Apr 10, 2021Updated 5 years ago
- Feature selection via dependence maximization for EEG based emotion classification.☆50Nov 23, 2014Updated 11 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 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
- 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
- the experiment on EEG classify using CNN-LSTM structure network☆11Jan 14, 2017Updated 9 years ago
- ☆14Jan 19, 2019Updated 7 years ago
- ☆109Mar 16, 2019Updated 7 years ago
- MI-EEG recognition☆10Feb 14, 2019Updated 7 years ago
- This is the project of my undergraduate thesis, an enhanced Capsule Network that integrates EEG and ECG signals for improved emotion reco…☆13Jan 17, 2024Updated 2 years ago
- PyTEAP: A Python implementation of Toolbox for Emotion Analysis using Physiological signals (TEAP).☆15Dec 8, 2020Updated 5 years ago
- ☆28Jan 19, 2018Updated 8 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Emotion Recognition using ML methods on the SEED dataset☆22Aug 6, 2019Updated 7 years ago
- Emotional Classification from EEG data using Recurrent Neural Network and it's variants☆15Dec 7, 2016Updated 9 years ago
- Image Captioning Model Implemented in PyTorch using CNN followed by LSTM☆13Apr 5, 2018Updated 8 years ago
- Diploma Thesis Project on Emotion Recognition from EEG-signals☆13Sep 17, 2019Updated 7 years ago
- ☆20Jul 30, 2020Updated 6 years ago
- ☆36Mar 23, 2019Updated 7 years ago
- Emotional Video to Audio Transformation with ANFIS-DeepRNN (Vanilla RNN and LSTM-DeepRNN) [MPE 2020]☆25Apr 16, 2020Updated 6 years ago
- EEG Emotion Classification algorithm - copy from private☆15Mar 1, 2016Updated 10 years ago
- Hourglass with Arduino UNO and MPU6050 gyroscope.☆12Aug 8, 2023Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- This is a project of combining facial expression and EEG for emotion recognition using python in emotion experiment☆20Oct 5, 2018Updated 8 years ago
- The model for the paper "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"☆221Oct 25, 2020Updated 6 years ago
- Repo: IEEE TNSRE Article "Modeling EEG data distribution with a Wasserstein Generative Adversarial Network (WGAN) to predict RSVP Events"…☆20Oct 26, 2021Updated 5 years ago
- Emotion analysis on DREAMER dataset using various Deep Learning Techniques☆13Jan 1, 2021Updated 5 years ago
- EEG Data Classification with CNN, LSTM/GRU, and Mixed LSTM Models☆39Sep 29, 2019Updated 7 years 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
- This repository compares typical and advanced modeling approaches for EEG Emotion Recognition.☆29Sep 18, 2022Updated 4 years ago