Feature selection via dependence maximization for EEG based emotion classification.
☆52Nov 23, 2014Updated 11 years ago
Alternatives and similar repositories for emotion-classification
Users that are interested in 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:
- ☆109Mar 16, 2019Updated 7 years ago
- Realtime emotion recognition from EEG data.☆175Oct 24, 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
- Emotional Classification from EEG data using Recurrent Neural Network and it's variants☆15Dec 7, 2016Updated 9 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.
- EEG Emotion classification using the DEAP pre-processed data☆165Nov 7, 2018Updated 7 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆94Dec 5, 2017Updated 8 years ago
- DEAP Dataset Analysis Code☆52Jan 18, 2018Updated 8 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
- EEG Emotion Classification algorithm - copy from private☆15Mar 1, 2016Updated 10 years ago
- This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score using machi…☆194Mar 1, 2019Updated 7 years ago
- 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
- Python code for mental state recognition from EEG observations using CNN and RNN networks.☆35Jan 14, 2016Updated 10 years ago
- EEG data Classification & Anomaly Detection with NuPIC☆13Oct 29, 2014Updated 11 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.
- Emotion recognition from multi-channel biosignal by using convolutional and recurrent neural network☆14May 3, 2017Updated 9 years ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆96May 23, 2018Updated 7 years ago
- Application prepares data to learning process. Including preprocessing, cleaning, reformating, feature extraction using PyEEG library and…☆34Nov 23, 2020Updated 5 years ago
- EEG-Based Emotion Recognition☆70Jun 9, 2024Updated last year
- Emotion recognition using DEAP dataset，GSR。☆40Nov 24, 2018Updated 7 years ago
- Learning Representations From EEG With Deep Recurrent-Convolutional Neural Networks☆17Dec 31, 2019Updated 6 years ago
- Mental Workload Assessment using EEG☆16Jul 13, 2019Updated 6 years ago
- This repository compares typical and advanced modeling approaches for EEG Emotion Recognition.☆29Sep 18, 2022Updated 3 years ago
- Implementation of EEG signal classification.☆52Jun 30, 2016Updated 9 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 Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆45Jul 2, 2019Updated 6 years ago
- the code for Spiking neural networks (SSN) on EEG emotion recognition☆14Sep 28, 2023Updated 2 years ago
- BCI project using Deep Learning to decode EEG signals.☆20Nov 22, 2019Updated 6 years ago
- Repo for final year project☆59Oct 2, 2020Updated 5 years ago
- the experiment on EEG classify using CNN-LSTM structure network☆12Jan 14, 2017Updated 9 years ago
- Feature Extraction of Mental Load EEG signals☆60Nov 3, 2016Updated 9 years ago
- Constrainted optimization algorithms in python including linear conjugate gradient, log barrier, primal-dual interior-point methods☆12Jul 7, 2019Updated 6 years ago
- Unofficial pytorch implementation of DisenGCN☆14Jun 19, 2023Updated 2 years ago
- Emotion recognition from EEG and physiological signals using deep neural networks☆50May 24, 2018Updated 7 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.
- hierarchical multi-agent workflow for prompt optimazation☆14Jun 12, 2024Updated last year
- Python scripts that can be used to organize multiple participant files collected via the Empatica E4 wristband☆10Feb 20, 2018Updated 8 years ago
- ☆40Apr 11, 2021Updated 5 years ago
- 这里会收集一些简单的机器学习 demo。使用尽量简单的语言剖析原理，使用 Python3.6 下的 Tensorflow。☆10Apr 7, 2018Updated 8 years ago
- EEG情感识别☆16Dec 9, 2020Updated 5 years ago
- A versatile signal processing and analysis framework for Motor-Imagery related Electroencephalogram (EEG). It mainly involves temporal an…☆25Apr 16, 2020Updated 6 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