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

G Borghini, L Astolfi, G Vecchiato, D Mattia… - … & Biobehavioral Reviews, 2014 - Elsevier
This paper reviews published papers related to neurophysiological measurements (
electroencephalography: EEG, electrooculography EOG; heart rate: HR) in pilots/drivers …

Connectivity analysis in EEG data: a tutorial review of the state of the art and emerging trends

G Chiarion, L Sparacino, Y Antonacci, L Faes, L Mesin - Bioengineering, 2023 - mdpi.com
Understanding how different areas of the human brain communicate with each other is a
crucial issue in neuroscience. The concepts of structural, functional and effective …

Brain–computer interface boosts motor imagery practice during stroke recovery

F Pichiorri, G Morone, M Petti, J Toppi… - Annals of …, 2015 - Wiley Online Library
Objective Motor imagery (MI) is assumed to enhance poststroke motor recovery, yet its
benefits are debatable. Brain–computer interfaces (BCIs) can provide instantaneous and …

Electrophysiological brain connectivity: theory and implementation

B He, L Astolfi, PA Valdés-Sosa… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
We review the theory and algorithms of electrophysiological brain connectivity analysis. This
tutorial is aimed at providing an introduction to brain functional connectivity from …

Investigating cooperative behavior in ecological settings: an EEG hyperscanning study

J Toppi, G Borghini, M Petti, EJ He, V De Giusti, B He… - PloS one, 2016 - journals.plos.org
The coordinated interactions between individuals are fundamental for the success of the
activities in some professional categories. We reported on brain-to-brain cooperative …

Spectral EEG frontal asymmetries correlate with the experienced pleasantness of TV commercial advertisements

G Vecchiato, J Toppi, L Astolfi, F De Vico Fallani… - Medical & biological …, 2011 - Springer
The aim of this research is to analyze the changes in the EEG frontal activity during the
observation of commercial videoclips. In particular, we aimed to investigate the existence of …

On the use of EEG or MEG brain imaging tools in neuromarketing research

G Vecchiato, L Astolfi, F De Vico Fallani… - Computational …, 2011 - Wiley Online Library
Here we present an overview of some published papers of interest for the marketing
research employing electroencephalogram (EEG) and magnetoencephalogram (MEG) …

Automatic diagnosis of schizophrenia and attention deficit hyperactivity disorder in rs-fMRI modality using convolutional autoencoder model and interval type-2 fuzzy …

A Shoeibi, N Ghassemi, M Khodatars, P Moridian… - Cognitive …, 2023 - Springer
Nowadays, many people worldwide suffer from brain disorders, and their health is in danger.
So far, numerous methods have been proposed for the diagnosis of Schizophrenia (SZ) and …

Extending transfer entropy improves identification of effective connectivity in a spiking cortical network model

S Ito, ME Hansen, R Heiland, A Lumsdaine, AM Litke… - PloS one, 2011 - journals.plos.org
Transfer entropy (TE) is an information-theoretic measure which has received recent
attention in neuroscience for its potential to identify effective connectivity between neurons …

Assessment of mental fatigue during car driving by using high resolution EEG activity and neurophysiologic indices

G Borghini, G Vecchiato, J Toppi… - … conference of the …, 2012 - ieeexplore.ieee.org
Driving tasks are vulnerable to the effects of sleep deprivation and mental fatigue,
diminishing driver's ability to respond effectively to unusual or emergent situations …