[HTML][HTML] Feature extraction and classification methods for hybrid fNIRS-EEG brain-computer interfaces

KS Hong, MJ Khan, MJ Hong - Frontiers in human neuroscience, 2018 - frontiersin.org
In this study, a brain-computer interface (BCI) framework for hybrid functional near-infrared
spectroscopy (fNIRS) and electroencephalography (EEG) for locked-in syndrome (LIS) …

Statistical analysis of fNIRS data: a comprehensive review

S Tak, JC Ye - Neuroimage, 2014 - Elsevier
Functional near-infrared spectroscopy (fNIRS) is a non-invasive method to measure brain
activities using the changes of optical absorption in the brain through the intact skull. fNIRS …

Predicting brain-age from multimodal imaging data captures cognitive impairment

F Liem, G Varoquaux, J Kynast, F Beyer, SK Masouleh… - Neuroimage, 2017 - Elsevier
The disparity between the chronological age of an individual and their brain-age measured
based on biological information has the potential to offer clinically relevant biomarkers of …

Positive effect of acute mild exercise on executive function via arousal-related prefrontal activations: an fNIRS study

K Byun, K Hyodo, K Suwabe, G Ochi, Y Sakairi, M Kato… - Neuroimage, 2014 - Elsevier
Despite the practical implication of mild exercise, little is known about its influence on
executive function and its neural substrates. To address these issues, the present study …

Acute moderate exercise elicits increased dorsolateral prefrontal activation and improves cognitive performance with Stroop test

H Yanagisawa, I Dan, D Tsuzuki, M Kato, M Okamoto… - Neuroimage, 2010 - Elsevier
A growing number of human studies have reported the beneficial influences of acute as well
as chronic exercise on cognitive functions. However, neuroimaging investigations into the …

Beyond the visible—imaging the human brain with light

H Obrig, A Villringer - Journal of Cerebral Blood Flow & …, 2003 - journals.sagepub.com
Optical approaches to investigate cerebral function and metabolism have long been applied
in invasive studies. From the neuron cultured in vitro to the exposed cortex in the human …

Application of functional near-infrared spectroscopy in psychiatry

AC Ehlis, S Schneider, T Dresler, AJ Fallgatter - Neuroimage, 2014 - Elsevier
Two decades ago, the introduction of functional near-infrared spectroscopy (fNIRS) into the
field of neuroscience created new opportunities for investigating neural processes within the …

What hemodynamic (fNIRS), electrophysiological (EEG) and autonomic integrated measures can tell us about emotional processing

M Balconi, E Grippa, ME Vanutelli - Brain and cognition, 2015 - Elsevier
Due to its fast temporal evolution and its representation and integration among complex and
widespread neural networks, the emotion perception process should preferably be …

Pain activates cortical areas in the preterm newborn brain

M Bartocci, LL Bergqvist, H Lagercrantz, KJS Anand - PAIN®, 2006 - Elsevier
To study the patterns of supraspinal pain processing in neonates, we hypothesized that
acute pain causes haemodynamic changes associated with activation of the primary …

The prefrontal cortex: Functional neural development during early childhood

S Tsujimoto - The Neuroscientist, 2008 - journals.sagepub.com
The prefrontal cortex plays an essential role in various cognitive functions, such as planning
and reasoning, yet little is known about how such neural mechanisms develop during …