… In this work, we hypothesize that fusion of EEG and fNIRS can assess mental stress more
accurately than using either technique alone. The EEG and fNIRS have several advantages …

… 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, …

… 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. …

… of brain response recorded by each modality (EEG/fNIRS) for individual subject. In other …
we assess the association between EEG and fNIRS data to study the effects of mental stress …

… (fNIRS) and Electroencephalograph (EEG) is a novel … stress using the complementary
nature of fNIRS and EEG neuroimaging modality. Simultaneous measurements of fNIRS and EEG …

… 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 …

… the temporal features of EEG and the spatial features of fNIRS under stress by using Joint
Spare … Towards multilevel mental stress assessment using SVM with ECOC: an EEG approach. …

… Mental stress assessment using simultaneous measurement of EEG and fNIRS. 7(10), 3882-…
Towards multilevel mental stress assessment using SVM with ECOC: an EEG approach. 56(…

… Support vector machine classification of brain states exposed to social stress test using
EEG-based brain network measures. 39(1), 199-213. Peake, J., Kerr, GK, and Sullivan, JPJFiP (…

… level from near-infrared spectroscopy (NIRS) data in the prefrontal cortex in the resting
state… evaluation results. In this study, feature values were extracted from both NIRS and EEG …