thomaswengerter / EEG_DriverFatigueLinks
Extract features from recorded EEG signal to detect driver fatigue with an ML/DL Hybrid Classifier
☆15Updated 5 years ago
Alternatives and similar repositories for EEG_DriverFatigue
Users that are interested in EEG_DriverFatigue are comparing it to the libraries listed below
Sorting:
- Multimodal Dataset of Freezing of Gait in Parkinson's Disease☆56Updated 3 years ago
- A project emulating a GNN model which uses EEG data to identify depression in individuals.☆22Updated 2 years ago
- Code for processing and managing data for EEG-based emotion recognition of individuals with and without Autism. EEG and other clinical da…☆57Updated 6 months ago
- In this project, we propose a CNN model to classify single-channel EEG for driver drowsiness detection. We use the Class Activation Map (…☆28Updated 3 years ago
- Sleep staging from ECG, assisted with EEG☆25Updated 3 years ago
- Multi-task Generative Adversarial Learning on Geometrical Shape Reconstruction from EEG Brain Signals, published in ICONIP 2019.☆22Updated 3 years ago
- Building an application for stress detection and management using OpenBCI ganglion, PyTorch and AWS.☆12Updated 3 years ago
- Classification of Fatigue in Consumer-grade EEG Using Entropies as Features☆17Updated 5 years ago
- This project describes the necessary code to implement an EEG-based emotion recognition using SincNet [Ravanelli & Bengio 2018] including…☆79Updated 6 months ago
- Combine fMRI/EEG to learn about music/auditory processing☆16Updated 3 years ago
- ☆36Updated last year
- DEAP Dataset Analysis Code☆51Updated 7 years ago
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…☆43Updated 4 years ago
- Evaluating five different adaptive decomposition methods for EEG signal seizure detection and classification☆23Updated 2 years ago
- Methods for continuous emotion recognition based on heart rate variability signal. Affect recognition, emotion, HRV, ELM, sSOM, dimensio…☆24Updated 8 years ago
- EEG online experiment GUI☆18Updated 2 years ago
- ☆108Updated 6 years ago
- Depression study through EEG data☆24Updated 4 years ago
- Emotion recognition using DEAP dataset,GSR。☆39Updated 7 years ago
- PyTorch implementation of TSception☆84Updated 2 years ago
- Existing work in the field of BCI treats deep learning models as black-box classifiers. In this project, we develop a novel model named "…☆22Updated 3 years ago
- Emotion classification from Brain EEG signals using a hybrid CNN-Transformer model and various ML algorithms.☆30Updated 2 years ago
- This is my paper.☆10Updated 2 years ago
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆44Updated 2 years ago
- Obstructive Sleep Apnea, OSA, CNN, ECG signal, LeNet5☆63Updated 4 years ago
- ☆33Updated 9 months ago
- A list of papers for emotion recognition using machine learning/deep learning.☆58Updated 4 years ago
- cuijiancorbin / Subject-Independent-Drowsiness-Recognition-from-Single-Channel-EEG-with-an-Interpretable-CNN-LSTMIn this project, we propose a CNN-LSTM model to classify single-channel EEG for driver drowsiness detection. We designed a visualization …☆14Updated 4 years ago
- Processed the DEAP dataset on basis of 1) PSD (power spectral density) and 2)DWT(discrete wavelet transform) features . Classifies the EE…☆130Updated 5 years ago
- This repository contains the code for emotion recognition using wavelet transform and svm classifiers' rbf kernel.☆35Updated 2 years ago