srovins / wesadLinks
Classifying WESAD mental stress data using autoencoder to extract features
☆18Updated 4 years ago
Alternatives and similar repositories for wesad
Users that are interested in wesad are comparing it to the libraries listed below
Sorting:
- Wearable Stress and Affect Detection☆17Updated 5 years ago
- Diploma thesis analyzing emotion recognition in conversations exploiting physiological signals (ECG, HRV, GSR, TEMP) and an Attention-bas…☆28Updated 3 years ago
- E4 data, EDA stress detection☆94Updated 6 years ago
- Self-supervised ECG Representation Learning - ICASSP 2020 and IEEE T-AFFC☆46Updated 5 months ago
- Experimenting with WESAD using neural networks.☆19Updated 6 years ago
- It is an emotion detection with EEG and ECG signals.☆41Updated 5 years ago
- Robust End-to-End Emotion Recognition from ECG using Transformers (2nd Place Winner in EPiC 2023)☆19Updated 2 years ago
- Biosignal processing for automatic emotion recognition☆48Updated 2 years ago
- This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score using machi…☆182Updated 6 years ago
- Detection of human emotions from eeg signals using the amigos dataset☆28Updated 4 years ago
- Automated Accurate Emotion Recognition using Rhythm-Specific Deep Convolutional Neural Network Technique with Multi-Channel EEG Signals☆11Updated 3 years ago
- [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"☆250Updated 2 years ago
- Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications☆264Updated 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…☆12Updated last year
- This project aims to detect stress state based on Electrocardiogram signals (WESAD Dataset) analysis with a deep learning model.☆60Updated 2 years ago
- Real-time Emotion Recognition using Physiological signals in e-Learning Here one can find the development of realtime emotion recognition…☆24Updated last year
- KNN classifier for human emotion from EEG☆24Updated 4 years ago
- Emotion Recogniton LSTM RNN Arousal Valence☆62Updated 2 years ago
- This repository contains scripts and data for Emotion Recognition based on Self-Supervised Learning from ECG signals☆16Updated 4 years ago
- Toolbox for Emotion Analysis using Physiological signals☆58Updated 3 years ago
- Multimodal human activity recognition using wrist-worn wearable sensors.☆48Updated 5 years ago
- Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementat…☆64Updated 2 years ago
- ☆35Updated last year
- Stress and Affect detection using WESAD dataset☆41Updated 7 months ago
- ☆21Updated 4 years ago
- Code for processing and managing data for EEG-based emotion recognition of individuals with and without Autism. EEG and other clinical da…☆53Updated 4 months ago
- modify self-attention model for EEG signal as input and image embedding layer as output☆103Updated 6 years ago
- ☆33Updated 4 years ago
- Official PyTorch repository for multimodal emotion recognition wih hypercomplex models (ICASSPW 2023, RTSI 2024, MLSP 2024)☆81Updated 5 months ago
- ☆65Updated 3 years ago