Driving Fatigue Detection from EEG Using a Modified PCANet Method

A Biologically Inspired Approach to Frequency Domain Feature Extraction for EEG Classification

(2018) Nurhan Gursel Ozmen et al.   Computational and Mathematical Methods in Medicine

Real-Time ECG-Based Detection of Fatigue Driving Using Sample Entropy

(2018) Fuwang Wang et al.   Entropy

An effective feature extraction method by power spectral density of EEG signal for 2-class motor imagery-based BCI

(2018) Chungsong Kim et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Enhancing Performance of a Hybrid EEG-fNIRS System Using Channel Selection and Early Temporal Features

(2017) Rihui Li et al.   Frontiers in Human Neuroscience

A multimodal approach to estimating vigilance using EEG and forehead EOG

(2017) Wei-Long Zheng et al.   Journal of Neural Engineering

Utilization of a combined EEG/NIRS system to predict driver drowsiness

(2017) Thien Nguyen et al.   Scientific Reports

Driver Fatigue Classification With Independent Component by Entropy Rate Bound Minimization Analysis in an EEG-Based System

(2017) Rifai Chai et al.   IEEE Journal of Biomedical and Health Informatics

Exploring Neuro-Physiological Correlates of Drivers' Mental Fatigue Caused by Sleep Deprivation Using Simultaneous EEG, ECG, and fNIRS Data

(2016) Sangtae Ahn et al.   Frontiers in Human Neuroscience

Multiple scales combined principle component analysis deep learning network for face recognition

(2016) Lei Tian et al.   JOURNAL OF ELECTRONIC IMAGING

Classification of EEG Signals Based on Autoregressive Model and Wavelet Packet Decomposition

(2016) Yong Zhang et al.   NEURAL PROCESSING LETTERS

PCANet: A Simple Deep Learning Baseline for Image Classification?

(2015) Tsung-Han Chan et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Real-Time EEG-Based Detection of Fatigue Driving Danger for Accident Prediction

(2015) Hong Wang et al.   International Journal of Neural Systems

Effects of mental workload and fatigue on the P300, alpha and theta band power during operation of an ERP (P300) brain–computer interface

(2014) Ivo Käthner et al.   BIOLOGICAL PSYCHOLOGY

AN IMPROVED AND PORTABLE EYE-BLINK DURATION DETECTION SYSTEM TO WARN OF DRIVER FATIGUE

(2013) Chin-Shun Hsieh et al.   INSTRUMENTATION SCIENCE & TECHNOLOGY

Face salient points and eyes tracking for robust drowsiness detection

(2011) J. Jimenez-Pinto et al.   ROBOTICA

Estimation of the cortical functional connectivity by directed transfer function during mental fatigue

(2010) Jian-Ping Liu et al.   APPLIED ERGONOMICS

A driver fatigue recognition model based on information fusion and dynamic Bayesian network

(2010) Guosheng Yang et al.   INFORMATION SCIENCES

Driver fatigue and highway driving: A simulator study

(2008) Ping-Huang Ting et al.   PHYSIOLOGY & BEHAVIOR