[HTML][HTML] Wireless EEG: A survey of systems and studies

G Niso, E Romero, JT Moreau, A Araujo, LR Krol - NeuroImage, 2023 - Elsevier
The popular brain monitoring method of electroencephalography (EEG) has seen a surge in
commercial attention in recent years, focusing mostly on hardware miniaturization. This has …

Mobile cognition: imaging the human brain in the 'real world'

M Stangl, SL Maoz, N Suthana - Nature Reviews Neuroscience, 2023 - nature.com
Cognitive neuroscience studies in humans have enabled decades of impactful discoveries
but have primarily been limited to recording the brain activity of immobile participants in a …

Cognitive workload recognition using EEG signals and machine learning: A review

Y Zhou, S Huang, Z Xu, P Wang, X Wu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Machine learning and its subfield deep learning techniques provide opportunities for the
development of operator mental state monitoring, especially for cognitive workload …

A walk in the park? Characterizing gait‐related artifacts in mobile EEG recordings

NSJ Jacobsen, S Blum, K Witt… - European Journal of …, 2021 - Wiley Online Library
Brain activity during natural walking outdoors can be captured using mobile
electroencephalography (EEG). However, EEG recorded during gait is confounded with …

Neuroergonomics on the go: an evaluation of the potential of mobile EEG for workplace assessment and design

E Wascher, J Reiser, G Rinkenauer, M Larrá… - Human …, 2023 - journals.sagepub.com
Objective We demonstrate and discuss the use of mobile electroencephalogram (EEG) for
neuroergonomics. Both technical state of the art as well as measures and cognitive concepts …

Learning EEG topographical representation for classification via convolutional neural network

M Xu, J Yao, Z Zhang, R Li, B Yang, C Li, J Li… - Pattern Recognition, 2020 - Elsevier
Electroencephalography (EEG) topographical representation (ETR) can monitor regional
brain activities and is emerging as a successful technique for causally exploring cortical …

The BeMoBIL Pipeline for automated analyses of multimodal mobile brain and body imaging data

M Klug, S Jeung, A Wunderlich, L Gehrke, J Protzak… - BioRxiv, 2022 - biorxiv.org
Advancements in hardware technology and analysis methods allow more and more mobility
in electroencephalography (EEG) experiments. Mobile Brain/Body Imaging (MoBI) studies …

Cognitive‐motor interference in the wild: Assessing the effects of movement complexity on task switching using mobile EEG

JE Reiser, E Wascher, G Rinkenauer… - European Journal of …, 2021 - Wiley Online Library
Adaptively changing between different tasks while in locomotion is a fundamental
prerequisite of modern daily life. The cognitive processes underlying dual tasking have been …

[HTML][HTML] Neural markers of proactive and reactive cognitive control are altered during walking: A Mobile Brain-Body Imaging (MoBI) study

DP Richardson, JJ Foxe, KA Mazurek, N Abraham… - NeuroImage, 2022 - Elsevier
The processing of sensory information and the generation of motor commands needed to
produce coordinated actions can interfere with ongoing cognitive tasks. Even simple motor …

Mobile brain/body imaging of landmark‐based navigation with high‐density EEG

A Delaux, JB de Saint Aubert… - European Journal of …, 2021 - Wiley Online Library
Coupling behavioral measures and brain imaging in naturalistic, ecological conditions is key
to comprehend the neural bases of spatial navigation. This highly integrative function …