A decomposition-based hybrid ensemble CNN framework for driver fatigue recognition

Multiband decomposition and spectral discriminative analysis for motor imagery BCI via deep neural network

(2022) Pengpai Wang et al.   Frontiers of Computer Science

Data Augmentation to Address Various Rotation Errors of Wearable Sensors for Robust Pre-impact Fall Detection

(2022) Xiaoqun Yu et al.   IEEE Journal of Biomedical and Health Informatics

Variational mode decomposition-based seizure classification using Bayesian regularized shallow neural network

(2021) Vipin Prakash Yadav et al.   Biocybernetics and Biomedical Engineering

AOAR: An automatic ocular artifacts removal approach for multi-channel EEG data based on NMF and EMD

(2021) Yue Gu et al.   Journal of Neural Engineering

Subject matching for cross-subject EEG-based recognition of driver states related to situation awareness

(2021) Ruilin Li et al.   METHODS

Epileptic-seizure classification using phase-space representation of FBSE-EWT based EEG sub-band signals and ensemble learners

(2021) Arti Anuragi et al.   Biomedical Signal Processing and Control

An end-to-end 3D convolutional neural network for decoding attentive mental state

(2021) Yangsong Zhang et al.   NEURAL NETWORKS

Automatic identification of schizophrenia using EEG signals based on discrete wavelet transform and RLNDiP technique with ANN

(2021) N.J. Sairamya et al.   EXPERT SYSTEMS WITH APPLICATIONS

Intelligent Driver Drowsiness Detection for Traffic Safety Based on Multi CNN Deep Model and Facial Subsampling

(2021) Muneeb Ahmed et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

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

(2020) Yisi Liu et al.   ADVANCED ENGINEERING INFORMATICS

Exploiting dimensionality reduction and neural network techniques for the development of expert brain–computer interfaces

(2020) Muhammad Tariq Sadiq et al.   EXPERT SYSTEMS WITH APPLICATIONS

EEG-Based Driver Drowsiness Estimation Using an Online Multi-View and Transfer TSK Fuzzy System

(2020) Yizhang Jiang et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Time–Frequency Representation and Convolutional Neural Network-Based Emotion Recognition

(2020) Smith K. Khare et al.   IEEE Transactions on Neural Networks and Learning Systems

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

(2019) Zehong Cao et al.   Scientific Data

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

Adaptive Batch Normalization for practical domain adaptation

(2018) Yanghao Li et al.   PATTERN RECOGNITION

LSTM-Based EEG Classification in Motor Imagery Tasks

(2018) Ping Wang et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Heart Rate Variability-Based Driver Drowsiness Detection and Its Validation With EEG

(2018) Koichi Fujiwara et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Deep learning with convolutional neural networks for EEG decoding and visualization

(2017) Robin Tibor Schirrmeister et al.   HUMAN BRAIN MAPPING

Variational Mode Decomposition

(2014) Konstantin Dragomiretskiy et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Empirical Wavelet Transform

(2013) Jerome Gilles   IEEE TRANSACTIONS ON SIGNAL PROCESSING

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

(2011) Michael Simon et al.   CLINICAL NEUROPHYSIOLOGY

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

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

Influence of phosphatidylserine on cognitive performance and cortical activity after induced stress

(2008) J. Baumeister et al.   NUTRITIONAL NEUROSCIENCE