Assessment of mental stress effects on prefrontal cortical activities using canonical correlation analysis: an fNIRS-EEG study
… to assess the effects of mental stress on prefrontal cortical … recorded by each modality (EEG/fNIRS)
for individual subject. In … EEG and fNIRS data to study the effects of mental stress on …
for individual subject. In … EEG and fNIRS data to study the effects of mental stress on …
Mental stress assessment using simultaneous measurement of EEG and fNIRS
… More recently, fNIRS has been accepted as an assistive tool to … of EEG and fNIRS can assess
mental stress more accurately than using either technique alone. The EEG and fNIRS have …
mental stress more accurately than using either technique alone. The EEG and fNIRS have …
Fusion of fNIRS and EEG signals: Mental stress study
F Al-Shargie - 2019 - engrxiv.org
… (fNIRS) and Electroencephalograph (EEG) is a novel … stress using the complementary
nature of fNIRS and EEG neuroimaging modality. Simultaneous measurements of fNIRS and EEG …
nature of fNIRS and EEG neuroimaging modality. Simultaneous measurements of fNIRS and EEG …
Stress assessment based on decision fusion of EEG and fNIRS signals
… decision fusion of EEG+fNIRS for improving the detection rate of mental stress. The fusion …
accuracy in detecting stress by +10.57%, and +7.76% compared to sole fNIRS and sole EEG, …
accuracy in detecting stress by +10.57%, and +7.76% compared to sole fNIRS and sole EEG, …
Mental stress assessment based on feature level fusion of fNIRS and EEG signals
… of EEG and fNIRS [13]. In this work, we measured mental stress using fNIRS and EEG, and
… signals in a feature level fusion technique to improve the detection rate of mental stress. …
… signals in a feature level fusion technique to improve the detection rate of mental stress. …
Simultaneous measurement of EEG-fNIRS in classifying and localizing brain activation to mental stress
… measurement of EEG and fNIRS in classifying and localizing the activation of the prefrontal
cortex due to stress stimuli during an arithmetic task. The correlation of EEG alpha rhythm …
cortex due to stress stimuli during an arithmetic task. The correlation of EEG alpha rhythm …
Stress Detection and Reduction Based on Simultaneous Measurement of EEG and fNIRS Signals
F Al-Shargie - Frontiers in Human Neuroscience, 2019 - frontiersin.org
… thereby reduce stress level and improve the quality of life. Goal: This research aims to
investigate the effects of five days mild-exercise on PFC activities as a means to reduce stress. …
investigate the effects of five days mild-exercise on PFC activities as a means to reduce stress. …
Assessment of Mental Stress Using EEG and fNIRS Features
F Al-Shargie - 2019 - engrxiv.org
… In this study, we propose a novel fusion approach to discover the association between the
temporal features of EEG and the spatial features of fNIRS under stress by using Joint Spare …
temporal features of EEG and the spatial features of fNIRS under stress by using Joint Spare …
Identifying the Impact of Noise-Levels on Mental Stress: An EEG-fNIRS Study
… study the effects of noise level at work on mental stress using synchronized measurements
of EEG and fNIRS. Two work environments with low and high noise levels in stressful mental …
of EEG and fNIRS. Two work environments with low and high noise levels in stressful mental …
fNIRS and EEG study in mental stress arising from time pressure
SY Cheng, CC Lo, JJ Chen - Advances in cognitive …, 2012 - api.taylorfrancis.com
… This study examined a combination of fNIRS and EEG recordings for assessing the mental
stress arising from time pressure. In NIRS findings, the results showed that with an increase in …
stress arising from time pressure. In NIRS findings, the results showed that with an increase in …
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