Khalizo / Deep-Learning-Detection-Of-EEG-Based-AttentionLinks
This project is to predict users’ attention and cognitive load through EEG signals during their reading
☆19Updated 2 years ago
Alternatives and similar repositories for Deep-Learning-Detection-Of-EEG-Based-Attention
Users that are interested in Deep-Learning-Detection-Of-EEG-Based-Attention are comparing it to the libraries listed below
Sorting:
- In this project, we implemented 7 interpretation techniques on two benchmark deep learning models "EEGNet" and "InterpretableCNN" for EEG…☆15Updated 3 years ago
- ☆41Updated 5 years ago
- This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score using machi…☆179Updated 6 years ago
- The final project for ECE C147/C247, which evaluates the performance of CNN + Transformer and CNN + GRU + SimpleRNN models on an EEG data…☆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…☆11Updated last year
- This project aims to detect stress state based on Electrocardiogram signals (WESAD Dataset) analysis with a deep learning model.☆58Updated 2 years ago
- selfEEG: a Python library for Self-Supervised Learning on Electroencephalography (EEG) data☆61Updated 3 months ago
- Code for processing and managing data for EEG-based emotion recognition of individuals with and without Autism. EEG and other clinical da…☆52Updated 3 months ago
- This repository provides a comprehensive pipeline for analyzing motor imagery EEG data using MNE-Python and PyTorch.☆36Updated 3 months ago
- Final project for ECE239AS Deep Learning and Neural Network at UCLA, Winter 2019☆10Updated last year
- Hands-on tutorial on deep learning for EEG classification.☆82Updated last year
- EEGraph: Convert EEGs to graphs with frequency and time-frequency domain connectivity measures.☆152Updated last year
- High-East / Attention-based-spatio-temporal-spectral-feature-learning-for-subject-specific-EEG-classificationOfficial code for "Attention-Based Spatio-Temporal-Spectral Feature Learning for Subject-Specific EEG Classification" paper☆37Updated 3 years ago
- Automated Accurate Emotion Recognition using Rhythm-Specific Deep Convolutional Neural Network Technique with Multi-Channel EEG Signals☆12Updated 3 years ago
- A python package for extracting EEG features. See article "Unsupervised EEG Artifact Detection and Correction" in Frontiers in Digital He…☆70Updated last year
- A Graph Convolutional Network Approach for Depression Detection using EEG based Brain Networks☆25Updated 4 years ago
- Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic Setting (CHIL 2022)☆112Updated 2 years ago
- ☆108Updated 6 years ago
- Application prepares data to learning process. Including preprocessing, cleaning, reformating, feature extraction using PyEEG library and…☆33Updated 4 years ago
- Deep Learning, Wavelet Analysis and Fourier Transforms for identification of abnormal EEG in Epilepsy patients☆62Updated 4 years ago
- Investigating Brain Connectivity with Graph Neural Networks and GNNExplainer [ICPR'22]☆22Updated 3 years ago
- PyTorch implementation of TSception☆79Updated 2 years ago
- It is an emotion detection with EEG and ECG signals.☆40Updated 5 years ago
- Multi-task Generative Adversarial Learning on Geometrical Shape Reconstruction from EEG Brain Signals, published in ICONIP 2019.☆21Updated 3 years ago
- Generate statistical features from Electroencephalographic data☆94Updated 3 years ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆93Updated 7 years ago
- EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)☆38Updated 3 years ago
- A library with tools for EEG analysis☆67Updated last year
- A series of tutorials teaching the use of Python for epileptic seizure detection on open-source datasets☆171Updated 4 years ago
- Biosignal processing for automatic emotion recognition☆48Updated 2 years ago