ciglenecki / eeg-driver-fatigue-detectionLinks
🧠 + 🚗 Driver fatigue detection through multiple entropy fusion analysis in an EEG-based system
☆15Updated 6 months ago
Alternatives and similar repositories for eeg-driver-fatigue-detection
Users that are interested in eeg-driver-fatigue-detection are comparing it to the libraries listed below
Sorting:
- Classification of Fatigue in Consumer-grade EEG Using Entropies as Features☆17Updated 4 years ago
- Emotion Recognition, EEG Mapping, Azimuthal Projection Technique, CNN☆47Updated 4 years ago
- Diploma Thesis Project on Emotion Recognition from EEG-signals☆13Updated 5 years ago
- The model code for the TS-SEFFNet proposed in the paper "A Temporal-Spectral-based Squeeze-and-Excitation Feature Fusion Network for Moto…☆18Updated 3 years ago
- Code to accompany our International Conference on Pattern Recognition (ICPR) paper entitled - Leveraging Synthetic Subject Invariant EEG …☆41Updated 11 months ago
- This is a project of combining facial expression and EEG for emotion recognition using python in emotion experiment☆17Updated 6 years ago
- A trusted repository for groundbreaking EEG research code. Some peer-reviewed algorithms (such as EEG data augmentation techniques, EEG c…☆26Updated 11 months ago
- Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementat…☆57Updated 2 years ago
- Emotion classification from Brain EEG signals using a hybrid CNN-Transformer model and various ML algorithms.☆24Updated last year
- Code for processing and managing data for EEG-based emotion recognition of individuals with and without Autism. EEG and other clinical da…☆48Updated 4 months ago
- This is the project of my undergraduate thesis, an enhanced Capsule Network that integrates EEG and ECG signals for improved emotion reco…☆11Updated last year
- paper for “Multiscale space-time-frequency feature-guided multitask learning CNN for motor imagery EEG classification”☆13Updated 4 years ago
- It is an emotion detection with EEG and ECG signals.☆40Updated 5 years ago
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆71Updated 3 years ago
- Detection of human emotions from eeg signals using the amigos dataset☆26Updated 3 years ago
- Hybrid Sequential Forward Channel Selection (HSFCS)☆8Updated last year
- Analysis of EEG Signals and Facial Expressions for Continuous Emotion Detection code☆20Updated 4 years ago
- In this project, we propose a CNN model to classify single-channel EEG for driver drowsiness detection. We use the Class Activation Map (…☆27Updated 3 years ago
- 基于小波变换和卷积神经网络的脑电运动成像信号分类☆46Updated 4 years ago
- [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN☆39Updated 5 months ago
- 使用Transformer和CNN网络对脑电运动进行分类☆13Updated 2 years ago
- DL model estimating vigilance levels using multimodal EEG and EOG☆27Updated 2 years ago
- EEG-based emotion classification using DEAP dataset☆139Updated 2 years ago
- 基于一个公开数据集和一个BCI竞赛数据集,提供一个SVM-CSP运动想象二分类demo☆11Updated 3 years ago
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆73Updated 10 months ago
- Openly available framework:☆12Updated 4 years ago
- Emotion Recogniton LSTM RNN Arousal Valence☆52Updated 2 years ago
- Official code on "Visual-to-EEG cross-modal knowledge distillation for continuous emotion recognition", Pattern Recognition 2022.☆13Updated 2 years ago
- It is the task to classify BCI competition datasets (EEG signals) using EEGNet and DeepConvNet with different activation functions. You …☆16Updated 2 years ago
- ☆36Updated last year