A compact and interpretable convolutional neural network for cross-subject driver drowsiness detection from single-channel EEG

SAFE: An EEG dataset for stable affective feature selection

(2020) Zirui Lan et al.   ADVANCED ENGINEERING INFORMATICS

Inter-subject transfer learning for EEG-based mental fatigue recognition

(2020) Yisi Liu et al.   ADVANCED ENGINEERING INFORMATICS

Deep learning for time series classification: a review

(2019) Hassan Ismail Fawaz et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Research on fatigue driving detection using forehead EEG based on adaptive multi-scale entropy

(2019) Haowen Luo et al.   Biomedical Signal Processing and Control

Multi-channel EEG recordings during a sustained-attention driving task

(2019) Zehong Cao et al.   Scientific Data

Deep learning-based electroencephalography analysis: a systematic review

(2019) Yannick Roy et al.   Journal of Neural Engineering

Deep convolutional neural network for classification of sleep stages from single-channel EEG signals

(2019) Z. Mousavi et al.   JOURNAL OF NEUROSCIENCE METHODS

A convolutional neural network for sleep stage scoring from raw single-channel EEG

(2018) Arnaud Sors et al.   Biomedical Signal Processing and Control

Automated detection of driver fatigue based on EEG signals using gradient boosting decision tree model

(2018) Jianfeng Hu et al.   Cognitive Neurodynamics

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

EEGNet: a compact convolutional neural network for EEG-based brain--computer interfaces

(2018) Vernon Lawhern et al.   Journal of Neural Engineering

Single-channel-based automatic drowsiness detection architecture with a reduced number of EEG features

(2018) Ibtissem Belakhdar et al.   MICROPROCESSORS AND MICROSYSTEMS

Domain Adaptation Techniques for EEG-based Emotion Recognition: A Comparative Study on Two Public Datasets

(2018) Zirui Lan et al.   IEEE Transactions on Cognitive and Developmental Systems

STEW: Simultaneous Task EEG Workload Data Set

(2018) W. L. Lim et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Inter-subject transfer learning with end-to-end deep convolutional neural network for EEG-based BCI

(2018) Fatemeh Fahimi et al.   Journal of Neural Engineering

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

(2018) Mikito Ogino et al.   SENSORS

Recurrent Deep Neural Networks for Real-Time Sleep Stage Classification From Single Channel EEG

(2018) Erik Bresch et al.   Frontiers in Computational Neuroscience

DeepSleepNet: A Model for Automatic Sleep Stage Scoring Based on Raw Single-Channel EEG

(2017) Akara Supratak et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Real-time EEG-based emotion monitoring using stable features

(2015) Zirui Lan et al.   VISUAL COMPUTER

EEG alpha spindle measures as indicators of driver fatigue under real traffic conditions

(2011) Michael Simon et al.   CLINICAL NEUROPHYSIOLOGY

A Real-Time Wireless Brain–Computer Interface System for Drowsiness Detection

(2010) Chin-Teng Lin et al.   IEEE Transactions on Biomedical Circuits and Systems

EEG-Based Subject- and Session-independent Drowsiness Detection: An Unsupervised Approach

(2009) Nikhil R. Pal et al.   EURASIP Journal on Advances in Signal Processing

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

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