[HTML][HTML] fNIRS-based brain-computer interfaces: a review
A brain-computer interface (BCI) is a communication system that allows the use of brain
activity to control computers or other external devices. It can, by bypassing the peripheral …
activity to control computers or other external devices. It can, by bypassing the peripheral …
[HTML][HTML] Feature extraction and classification methods for hybrid fNIRS-EEG brain-computer interfaces
In this study, a brain-computer interface (BCI) framework for hybrid functional near-infrared
spectroscopy (fNIRS) and electroencephalography (EEG) for locked-in syndrome (LIS) …
spectroscopy (fNIRS) and electroencephalography (EEG) for locked-in syndrome (LIS) …
Mental stress assessment using simultaneous measurement of EEG and fNIRS
Previous studies reported mental stress as one of the major contributing factors leading to
various diseases such as heart attack, depression and stroke. An accurate stress …
various diseases such as heart attack, depression and stroke. An accurate stress …
[HTML][HTML] Using the general linear model to improve performance in fNIRS single trial analysis and classification: a perspective
A von Lühmann, A Ortega-Martinez… - Frontiers in human …, 2020 - frontiersin.org
Within a decade, single trial analysis of functional Near Infrared Spectroscopy (fNIRS)
signals has gained significant momentum, and fNIRS joined the set of modalities frequently …
signals has gained significant momentum, and fNIRS joined the set of modalities frequently …
[HTML][HTML] Into the wild: neuroergonomic differentiation of hand-held and augmented reality wearable displays during outdoor navigation with functional near infrared …
R McKendrick, R Parasuraman, R Murtza… - Frontiers in human …, 2016 - frontiersin.org
Highly mobile computing devices promise to improve quality of life, productivity, and
performance. Increased situation awareness and reduced mental workload are two potential …
performance. Increased situation awareness and reduced mental workload are two potential …
[HTML][HTML] Wearable functional near infrared spectroscopy (fNIRS) and transcranial direct current stimulation (tDCS): expanding vistas for neurocognitive augmentation
Contemporary studies with transcranial direct current stimulation (tDCS) provide a growing
base of evidence for enhancing cognition through the non-invasive delivery of weak electric …
base of evidence for enhancing cognition through the non-invasive delivery of weak electric …
[HTML][HTML] Determining optimal feature-combination for LDA classification of functional near-infrared spectroscopy signals in brain-computer interface application
In this study, we determine the optimal feature-combination for classification of functional
near-infrared spectroscopy (fNIRS) signals with the best accuracies for development of a two …
near-infrared spectroscopy (fNIRS) signals with the best accuracies for development of a two …
[HTML][HTML] Enhanced accuracy for multiclass mental workload detection using long short-term memory for brain–computer interface
Cognitive workload is one of the widely invoked human factors in the areas of human–
machine interaction (HMI) and neuroergonomics. The precise assessment of cognitive and …
machine interaction (HMI) and neuroergonomics. The precise assessment of cognitive and …
Convolutional neural network for high-accuracy functional near-infrared spectroscopy in a brain–computer interface: three-class classification of rest, right-, and left …
T Trakoolwilaiwan, B Behboodi, J Lee, K Kim… - …, 2018 - spiedigitallibrary.org
The aim of this work is to develop an effective brain–computer interface (BCI) method based
on functional near-infrared spectroscopy (fNIRS). In order to improve the performance of the …
on functional near-infrared spectroscopy (fNIRS). In order to improve the performance of the …
[HTML][HTML] Analysis of human gait using hybrid EEG-fNIRS-based BCI system: a review
Human gait is a complex activity that requires high coordination between the central nervous
system, the limb, and the musculoskeletal system. More research is needed to understand …
system, the limb, and the musculoskeletal system. More research is needed to understand …