Physical principles of brain–computer interfaces and their applications for rehabilitation, robotics and control of human brain states
Brain–computer interfaces (BCIs) development is closely related to physics. In this paper, we
review the physical principles of BCIs, and underlying novel approaches for registration …
review the physical principles of BCIs, and underlying novel approaches for registration …
Hazard differentiation embedded in the brain: A near-infrared spectroscopy-based study
Comprehending the neurophysiological mechanics of hazard recognition (HR) is crucial in
image analysis and automated hazard inspection. Although previous studies have used …
image analysis and automated hazard inspection. Although previous studies have used …
[HTML][HTML] Classification of individual finger movements from right hand using fNIRS signals
Functional near-infrared spectroscopy (fNIRS) is a comparatively new noninvasive, portable,
and easy-to-use brain imaging modality. However, complicated dexterous tasks such as …
and easy-to-use brain imaging modality. However, complicated dexterous tasks such as …
Most favorable stimulation duration in the sensorimotor cortex for fNIRS-based BCI
One of the primary objectives of the brain-computer interface (BCI) is to obtain a command
with higher classification accuracy within the shortest possible time duration. Therefore, this …
with higher classification accuracy within the shortest possible time duration. Therefore, this …
[HTML][HTML] Motor training using mental workload (MWL) with an assistive soft exoskeleton system: a functional near-infrared spectroscopy (fNIRS) study for brain …
Mental workload is a neuroergonomic human factor, which is widely used in planning a
system's safety and areas like brain–machine interface (BMI), neurofeedback, and assistive …
system's safety and areas like brain–machine interface (BMI), neurofeedback, and assistive …
[HTML][HTML] Guiding functional near-infrared spectroscopy optode-layout design using individual (f) MRI data: effects on signal strength
A Benitez-Andonegui, M Lührs… - …, 2021 - spiedigitallibrary.org
Significance: Designing optode layouts is an essential step for functional near-infrared
spectroscopy (fNIRS) experiments as the quality of the measured signal and the sensitivity to …
spectroscopy (fNIRS) experiments as the quality of the measured signal and the sensitivity to …
[HTML][HTML] Classification of prefrontal cortex activity based on functional near-infrared spectroscopy data upon olfactory stimulation
CH Chen, KK Shyu, CK Lu, CW Jao, PL Lee - Brain Sciences, 2021 - mdpi.com
The sense of smell is one of the most important organs in humans, and olfactory imaging
can detect signals in the anterior orbital frontal lobe. This study assessed olfactory stimuli …
can detect signals in the anterior orbital frontal lobe. This study assessed olfactory stimuli …
Assessment of Classification Accuracy of fNIRS-Based Brain-computer Interface Dataset Employing Elastic Net-Based Feature Selection
J Shin - Journal of Biomedical Engineering Research, 2021 - koreascience.kr
Functional near-infrared spectroscopy-based brain-computer interface (fNIRS-based BCI)
has been receiving much attention. However, we are practically constrained to obtain a lot of …
has been receiving much attention. However, we are practically constrained to obtain a lot of …