☆32Apr 10, 2021Updated 5 years ago
Alternatives and similar repositories for EEG-Based-Emotion-Recognition-on-DEAP
Users that are interested in EEG-Based-Emotion-Recognition-on-DEAP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository compares typical and advanced modeling approaches for EEG Emotion Recognition.☆29Sep 18, 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…☆61Dec 9, 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
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆45Jul 2, 2019Updated 6 years ago
- Statistical comparison study of valence-arousal classifiers from EEG signals on DEAP and MANHOB datasets☆12Sep 28, 2022Updated 3 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.
- EEG-based emotion classification using DEAP dataset☆154Mar 1, 2023Updated 3 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 6 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 11 months ago
- Repo for final year project☆59Oct 2, 2020Updated 5 years ago
- Emotion analysis on DREAMER dataset using various Deep Learning Techniques☆13Jan 1, 2021Updated 5 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 5 years ago
- ☆31May 2, 2023Updated 3 years ago
- emotion recognition through eeg by using HOS method☆10Dec 29, 2021Updated 4 years ago
- EEG Emotion classification using the DEAP pre-processed data☆165Nov 7, 2018Updated 7 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Developed an best EEG Channel Selection Model Using Technique like MIMR☆10May 1, 2022Updated 4 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
- A basic demonstration how to use Python, MNE, and PyTorch to analyze EEG signal.☆24Dec 6, 2022Updated 3 years ago
- This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score using machi…☆193Mar 1, 2019Updated 7 years ago
- Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementat…☆65Apr 27, 2023Updated 3 years ago
- http://www.eecs.qmul.ac.uk/mmv/datasets/deap/☆28Mar 1, 2021Updated 5 years ago
- Emotional Classification from EEG data using Recurrent Neural Network and it's variants☆15Dec 7, 2016Updated 9 years ago
- Emotion Recogniton LSTM RNN Arousal Valence☆65Mar 2, 2023Updated 3 years ago
- MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion☆49Oct 25, 2020Updated 5 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.
- EEG-based Emotion Recognition using Deep Reinforcement Learning☆17Dec 31, 2023Updated 2 years ago
- for the paper "V-3DCNN, emotion recognition based on EEG"☆13Jul 28, 2022Updated 3 years ago
- EEG emotion recognition based on Temporal convolutional network☆25Mar 10, 2019Updated 7 years ago
- DEAP Dataset Analysis Code☆52Jan 18, 2018Updated 8 years ago
- This repository contains a Python code script for performing emotion classification using EEG (Electroencephalogram) data. Emotion classi…☆24Sep 4, 2023Updated 2 years ago
- The source code and data for the paper 'A Supervised Information Enhanced Multi-granularity Contrastive Learning Framework for EEG based …☆18Oct 5, 2023Updated 2 years ago
- Code to deploy a CNN to classify emotions using EEG Signals, based off the DEAP Dataset☆11Mar 2, 2024Updated 2 years ago
- 硕士期间课题研究记录☆17Feb 25, 2023Updated 3 years ago
- Emotion recognition based on DEAP dataset using One-Dimensional CNN, dan RNN (GRU, and LSTM).☆18Nov 24, 2021Updated 4 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.
- 基于皮肤电信号的情绪识别算法☆24May 12, 2017Updated 8 years ago
- Deep Learning (a.k.a. Recent Trends in Machine Learning) course at dsai.asia☆18Apr 21, 2023Updated 3 years ago
- EEG based emotion recognition using Transfer Learning and CNN model on SEED, SEED-IV and SEED-V☆40Jul 29, 2023Updated 2 years ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆96May 23, 2018Updated 7 years ago
- ☆20Jul 30, 2020Updated 5 years ago
- The model for the paper "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"☆217Oct 25, 2020Updated 5 years ago
- Emotion Recognition, EEG Mapping, Azimuthal Projection Technique, CNN☆52Mar 29, 2021Updated 5 years ago