brainhack-school2020 / Biosignal-Emotions-BHS-2020
Biosignal processing for automatic emotion recognition
☆46Updated 2 years ago
Alternatives and similar repositories for Biosignal-Emotions-BHS-2020:
Users that are interested in Biosignal-Emotions-BHS-2020 are comparing it to the libraries listed below
- It is an emotion detection with EEG and ECG signals.☆38Updated 4 years ago
- ☆19Updated 3 years ago
- Code for processing and managing data for EEG-based emotion recognition of individuals with and without Autism. EEG and other clinical da…☆47Updated 2 months ago
- Automated Accurate Emotion Recognition using Rhythm-Specific Deep Convolutional Neural Network Technique with Multi-Channel EEG Signals☆12Updated 3 years ago
- Official code on "Visual-to-EEG cross-modal knowledge distillation for continuous emotion recognition", Pattern Recognition 2022.☆13Updated 2 years ago
- This is the project of my undergraduate thesis, an enhanced Capsule Network that integrates EEG and ECG signals for improved emotion reco…☆10Updated last year
- 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…☆35Updated 2 years ago
- Analysis of EEG Signals and Facial Expressions for Continuous Emotion Detection code☆18Updated 4 years ago
- A list of papers for sleep stages classification using machine learning/deep learning.☆81Updated 2 years ago
- Emotion recognition from EEG and physiological signals using deep neural networks☆47Updated 6 years ago
- A Graph Convolutional Network Approach for Depression Detection using EEG based Brain Networks☆18Updated 4 years ago
- EEG motor imagery classification using convolutional neural networks☆35Updated 2 years ago
- Application prepares data to learning process. Including preprocessing, cleaning, reformating, feature extraction using PyEEG library and…☆29Updated 4 years ago
- http://www.eecs.qmul.ac.uk/mmv/datasets/deap/☆28Updated 4 years ago
- This project describes the necessary code to implement an EEG-based emotion recognition using SincNet [Ravanelli & Bengio 2018] including…☆65Updated 2 months ago
- Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals☆41Updated 4 months ago
- Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementat…☆52Updated last year
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆66Updated 2 years ago
- This repo is for the submission for my Final Year Project on creating Synthetic EEG Data using General Adverserial Neural Networks (GANs)…☆50Updated 4 years ago
- ☆30Updated 3 years ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆89Updated 6 years ago
- Emotion Recognition from EEG Signals using the DEAP dataset with 86.4% accuracy. Applied multiple machine learning models and implemented…☆83Updated 5 years ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆18Updated 4 years ago
- PyTorch implementation of TSception☆74Updated 2 years ago
- ☆37Updated 4 years ago
- A Residual based Attention Model for EEG basedSleep Staging☆12Updated 3 years ago
- EEG-based emotion classification using DEAP dataset☆130Updated 2 years ago
- EEG emotion recognition based on Temporal convolutional network☆24Updated 6 years ago
- Official implementation of the paper "GANSER: A Self-supervised Data Augmentation Framework for EEG-based Emotion Recognition"☆68Updated 2 years ago
- IEEE Transactions on Emerging Topics in Computational Intelligence☆63Updated last year