Adaptive Filtering for Improved EEG-Based Mental Workload Assessment of Ambulant Users

WAUC: A Multi-Modal Database for Mental Workload Assessment Under Physical Activity

(2020) Isabela Albuquerque et al.   Frontiers in Neuroscience

Deep learning for Electroencephalogram (EEG) classification tasks: A review

(2019) Alexander Craik et al.   Journal of Neural Engineering

Spectral and Temporal Feature Learning With Two-Stream Neural Networks for Mental Workload Assessment

(2019) Pengbo Zhang et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Corrigendum: Neuroergonomics Applications of Electroencephalography in Physical Activities: A Systematic Review

(2019) Mahjabeen Rahman et al.   Frontiers in Human Neuroscience

Mental Workload Drives Different Reorganizations of Functional Cortical Connectivity Between 2D and 3D Simulated Flight Experiments

(2019) Ioannis Kakkos et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Removing Muscle Artifacts From EEG Data via Underdetermined Joint Blind Source Separation: A Simulation Study

(2019) Liang Zou et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

Improving EEG Muscle Artifact Removal With an EMG Array

(2019) Juan Andres Mucarquer et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Evaluation of Artifact Subspace Reconstruction for Automatic Artifact Components Removal in Multi-Channel EEG Recordings

(2019) Chi-Yuan Chang et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Electroencephalography Amplitude Modulation Analysis for Automated Affective Tagging of Music Video Clips

(2018) Andrea Clerico et al.   Frontiers in Computational Neuroscience

The Harvard Automated Processing Pipeline for Electroencephalography (HAPPE): Standardized Processing Software for Developmental and High-Artifact Data

(2018) Laurel J. Gabard-Durnam et al.   Frontiers in Neuroscience

Task-Independent Mental Workload Classification Based Upon Common Multiband EEG Cortical Connectivity

(2017) Georgios N. Dimitrakopoulos et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

An evaluation of mental workload with frontal EEG

(2017) Winnie K. Y. So et al.   PLoS One

Negligible Motion Artifacts in Scalp Electroencephalography (EEG) During Treadmill Walking

(2016) Kevin Nathan et al.   Frontiers in Human Neuroscience

Adaptive Automation Triggered by EEG-Based Mental Workload Index: A Passive Brain-Computer Interface Application in Realistic Air Traffic Control Environment

(2016) Pietro Aricò et al.   Frontiers in Human Neuroscience

Individual attentional selection capacities are reflected in interhemispheric connectivity of the parietal cortex

(2016) Simone Vossel et al.   NEUROIMAGE

Real-time neuroimaging and cognitive monitoring using wearable dry EEG

(2015) Tim R. Mullen et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

EEG artifact removal—state-of-the-art and guidelines

(2015) Jose Antonio Urigüen et al.   Journal of Neural Engineering

Cortical processes associated with continuous balance control as revealed by EEG spectral power

(2015) T. Hülsdünker et al.   NEUROSCIENCE LETTERS

The roles of cortical oscillations in sustained attention

(2015) Michael S. Clayton et al.   TRENDS IN COGNITIVE SCIENCES

Beyond Subjective Self-Rating: EEG Signal Classification of Cognitive Workload

(2015) Pega Zarjam et al.   IEEE Transactions on Autonomous Mental Development

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

Phase Synchronization and Spectral Coherence Analysis of EEG Activity During Mental Fatigue

(2014) Chong Zhang et al.   CLINICAL EEG AND NEUROSCIENCE

EEG beta suppression and low gamma modulation are different elements of human upright walking

(2014) Martin Seeber et al.   Frontiers in Human Neuroscience

The effects of automated artifact removal algorithms on electroencephalography-based Alzheimer's disease diagnosis

(2014) Raymundo Cassani et al.   Frontiers in Aging Neuroscience

Combining and comparing EEG, peripheral physiology and eye-related measures for the assessment of mental workload

(2014) Maarten A. Hogervorst et al.   Frontiers in Neuroscience

High-frequency brain activity and muscle artifacts in MEG/EEG: a review and recommendations

(2013) Suresh D. Muthukumaraswamy   Frontiers in Human Neuroscience

Loss of balance during balance beam walking elicits a multifocal theta band electrocortical response

(2013) Amy R. Sipp et al.   JOURNAL OF NEUROPHYSIOLOGY

Prefrontal cortex activity during motor tasks with additional mental load requiring attentional demand: A near-infrared spectroscopy study

(2013) Kevin Mandrick et al.   NEUROSCIENCE RESEARCH

Characterizing Alzheimer’s Disease Severity via Resting-Awake EEG Amplitude Modulation Analysis

(2013) Francisco J. Fraga et al.   PLoS One

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

Shifts in gamma phase–amplitude coupling frequency from theta to alpha over posterior cortex during visual tasks

(2011) Bradley Voytek   Frontiers in Human Neuroscience

Brief review on physiological and biochemical evaluations of human mental workload

(2011) Ying Lean et al.   Human Factors and Ergonomics in Manufacturing & Service Industries

Causal role of the prefrontal cortex in top-down modulation of visual processing and working memory

(2011) Theodore P Zanto et al.   NATURE NEUROSCIENCE

Measuring Phase-Amplitude Coupling Between Neuronal Oscillations of Different Frequencies

(2010) Adriano B. L. Tort et al.   JOURNAL OF NEUROPHYSIOLOGY

Removal of Movement Artifact From High-Density EEG Recorded During Walking and Running

(2010) Joseph T. Gwin et al.   JOURNAL OF NEUROPHYSIOLOGY

Electromyogenic artifacts and electroencephalographic inferences revisited

(2010) Brenton W. McMenamin et al.   NEUROIMAGE

Electrocortical activity is coupled to gait cycle phase during treadmill walking

(2010) Joseph T. Gwin et al.   NEUROIMAGE

ADJUST: An automatic EEG artifact detector based on the joint use of spatial and temporal features

(2010) Andrea Mognon et al.   PSYCHOPHYSIOLOGY

High-dimensional classification using features annealed independence rules

(2009) Jianqing Fan et al.   ANNALS OF STATISTICS

Estimating Brain Load from the EEG

(2009) Anu Holm et al.   TheScientificWorldJOURNAL

Oscillatory Activity and Phase–Amplitude Coupling in the Human Medial Frontal Cortex during Decision Making

(2008) Michael X Cohen et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

Cross-frequency coupling of brain oscillations indicates the success in visual motion discrimination

(2008) Barbara Händel et al.   NEUROIMAGE