Physical principles of brain–computer interfaces and their applications for rehabilitation, robotics and control of human brain states

AE Hramov, VA Maksimenko, AN Pisarchik - Physics Reports, 2021 - Elsevier
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 …

Concurrent fNIRS and EEG for brain function investigation: a systematic, methodology-focused review

R Li, D Yang, F Fang, KS Hong, AL Reiss, Y Zhang - Sensors, 2022 - mdpi.com
Electroencephalography (EEG) and functional near-infrared spectroscopy (fNIRS) stand as
state-of-the-art techniques for non-invasive functional neuroimaging. On a unimodal basis …

[HTML][HTML] Best practices for fNIRS publications

MA Yücel, A Lühmann, F Scholkmann… - …, 2021 - spiedigitallibrary.org
The application of functional near-infrared spectroscopy (fNIRS) in the neurosciences has
been expanding over the last 40 years. Today, it is addressing a wide range of applications …

[HTML][HTML] Optical imaging and spectroscopy for the study of the human brain: status report

H Ayaz, WB Baker, G Blaney, DA Boas… - …, 2022 - spiedigitallibrary.org
This report is the second part of a comprehensive two-part series aimed at reviewing an
extensive and diverse toolkit of novel methods to explore brain health and function. While …

Passive BCI beyond the lab: current trends and future directions

P Aricò, G Borghini, G Di Flumeri… - Physiological …, 2018 - iopscience.iop.org
Over the last decade, passive brain–computer interface (BCI) algorithms and biosignal
acquisition technologies have experienced a significant growth that has allowed the real …

Functional magnetic resonance imaging and functional near-infrared spectroscopy: insights from combined recording studies

V Scarapicchia, C Brown, C Mayo… - Frontiers in human …, 2017 - frontiersin.org
Although blood oxygen level dependent (BOLD) functional magnetic resonance imaging
(fMRI) is a widely available, non-invasive technique that offers excellent spatial resolution, it …

Impedance and noise of passive and active dry EEG electrodes: a review

EHT Shad, M Molinas, T Ytterdal - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
Dry electrodes are a promising solution for prolonged EEG signal acquisition, whereas wet
electrodes may lose their signal quality in the same situation and require skin preparation for …

Advances in multimodal emotion recognition based on brain–computer interfaces

Z He, Z Li, F Yang, L Wang, J Li, C Zhou, J Pan - Brain sciences, 2020 - mdpi.com
With the continuous development of portable noninvasive human sensor technologies such
as brain–computer interfaces (BCI), multimodal emotion recognition has attracted increasing …

Functional near infrared spectroscopy: enabling routine functional brain imaging

MA Yücel, JJ Selb, TJ Huppert, MA Franceschini… - Current opinion in …, 2017 - Elsevier
Abstract Functional Near-Infrared Spectroscopy (fNIRS) maps human brain function by
measuring and imaging local changes in hemoglobin concentrations in the brain that arise …

Open access dataset for EEG+ NIRS single-trial classification

J Shin, A von Lühmann, B Blankertz… - … on Neural Systems …, 2016 - ieeexplore.ieee.org
We provide an open access dataset for hybrid brain-computer interfaces (BCIs) using
electroencephalography (EEG) and near-infrared spectroscopy (NIRS). For this, we …