Portable Drowsiness Detection through Use of a Prefrontal Single-Channel Electroencephalogram

Human-building interaction under various indoor temperatures through neural-signal electroencephalogram (EEG) methods

(2018) Xin Shan et al.   BUILDING AND ENVIRONMENT

Toward Drowsiness Detection Using Non-hair-Bearing EEG-Based Brain-Computer Interfaces

(2018) Chun-Shu Wei et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Nonlinear dynamical analysis of sleep electroencephalography using fractal and entropy approaches

(2018) Yan Ma et al.   SLEEP MEDICINE REVIEWS

Portable System for Real-Time Detection of Stress Level

(2018) Jesus Minguillon et al.   SENSORS

Complexity Analysis of Neonatal EEG Using Multiscale Entropy: Applications in Brain Maturation and Sleep Stage Classification

(2017) Ofelie De Wel et al.   Entropy

A New Kind of Permutation Entropy Used to Classify Sleep Stages from Invisible EEG Microstructure

(2017) Christoph Bandt   Entropy

A Hybrid Approach to Detect Driver Drowsiness Utilizing Physiological Signals to Improve System Performance and Wearability

(2017) Muhammad Awais et al.   SENSORS

Design of a Fatigue Detection System for High-Speed Trains Based on Driver Vigilance Using a Wireless Wearable EEG

(2017) Xiaoliang Zhang et al.   SENSORS

EEG in the classroom: Synchronised neural recordings during video presentation

(2017) Andreas Trier Poulsen et al.   Scientific Reports

Improving EEG-Based Driver Fatigue Classification Using Sparse-Deep Belief Networks

(2017) Rifai Chai et al.   Frontiers in Neuroscience

Driver fatigue detection through multiple entropy fusion analysis in an EEG-based system

(2017) Jianliang Min et al.   PLoS One

Automated drowsiness detection through wavelet packet analysis of a single EEG channel

(2016) Thiago L.T. da Silveira et al.   EXPERT SYSTEMS WITH APPLICATIONS

Cognitive Collaboration Found in Cardiac Physiology: Study in Classroom Environment

(2016) Lauri Ahonen et al.   PLoS One

Automatic detection of alertness/drowsiness from physiological signals using wavelet-based nonlinear features and machine learning

(2015) Lan-lan Chen et al.   EXPERT SYSTEMS WITH APPLICATIONS

In-Flight Automatic Detection of Vigilance States Using a Single EEG Channel

(2014) F. Sauvet et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Mobile Healthcare for Automatic Driving Sleep-Onset Detection Using Wavelet-Based EEG and Respiration Signals

(2014) Boon-Giin Lee et al.   SENSORS

Real-Time Mental Arithmetic Task Recognition From EEG Signals

(2013) Qiang Wang et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

COMBINATION OF HETEROGENEOUS EEG FEATURE EXTRACTION METHODS AND STACKED SEQUENTIAL LEARNING FOR SLEEP STAGE CLASSIFICATION

(2013) L. J. HERRERA et al.   International Journal of Neural Systems

Emotional state classification from EEG data using machine learning approach

(2013) Xiao-Wei Wang et al.   NEUROCOMPUTING

A portable auditory P300 brain–computer interface with directional cues

(2012) Ivo Käthner et al.   CLINICAL NEUROPHYSIOLOGY

An ensemble system for automatic sleep stage classification using single channel EEG signal

(2012) B. Koley et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Generalized EEG-Based Drowsiness Prediction System by Using a Self-Organizing Neural Fuzzy System

(2012) Fu-Chang Lin et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

Automatic Stage Scoring of Single-Channel Sleep EEG by Using Multiscale Entropy and Autoregressive Models

(2012) Sheng-Fu Liang et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Measuring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness

(2012) Gianluca Borghini et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Co-adaptive calibration to improve BCI efficiency

(2011) Carmen Vidaurre et al.   Journal of Neural Engineering

A comparison of univariate, vector, bilinear autoregressive, and band power features for brain–computer interfaces

(2011) Clemens Brunner et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

EEG signal classification using PCA, ICA, LDA and support vector machines

(2010) Abdulhamit Subasi et al.   EXPERT SYSTEMS WITH APPLICATIONS

A new look at gamma? High- (>60 Hz) γ-band activity in cortical networks: Function, mechanisms and impairment

(2010) Peter J. Uhlhaas et al.   PROGRESS IN BIOPHYSICS & MOLECULAR BIOLOGY

Emotion Recognition From EEG Using Higher Order Crossings

(2009) P.C. Petrantonakis et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

The ANN-based computing of drowsy level

(2008) Muhammed B. Kurt et al.   EXPERT SYSTEMS WITH APPLICATIONS

Can SVM be used for automatic EEG detection of drowsiness during car driving?

(2008) Mervyn V.M. Yeo et al.   SAFETY SCIENCE