[HTML][HTML] Progress in brain computer interface: Challenges and opportunities

S Saha, KA Mamun, K Ahmed, R Mostafa… - Frontiers in systems …, 2021 - frontiersin.org
Brain computer interfaces (BCI) provide a direct communication link between the brain and a
computer or other external devices. They offer an extended degree of freedom either by …

[HTML][HTML] Brain-machine interfaces: from basic science to neuroprostheses and neurorehabilitation

MA Lebedev, MAL Nicolelis - Physiological reviews, 2017 - journals.physiology.org
Brain-machine interfaces (BMIs) combine methods, approaches, and concepts derived from
neurophysiology, computer science, and engineering in an effort to establish real-time …

Feature extraction and classification methods for hybrid fNIRS-EEG brain-computer interfaces

KS Hong, MJ Khan, MJ Hong - Frontiers in human neuroscience, 2018 - frontiersin.org
In this study, a brain-computer interface (BCI) framework for hybrid functional near-infrared
spectroscopy (fNIRS) and electroencephalography (EEG) for locked-in syndrome (LIS) …

Illuminating the develo** brain: the past, present and future of functional near infrared spectroscopy

S Lloyd-Fox, A Blasi, CE Elwell - Neuroscience & Biobehavioral Reviews, 2010 - Elsevier
A decade has passed since near infrared spectroscopy (NIRS) was first applied to functional
brain imaging in infants. As part of the team that published the first functional near infrared …

Artifact removal in physiological signals—Practices and possibilities

KT Sweeney, TE Ward… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
The combination of reducing birth rate and increasing life expectancy continues to drive the
demographic shift toward an aging population. This, in turn, places an ever-increasing …

Clinical applications of brain-computer interfaces: current state and future prospects

JN Mak, JR Wolpaw - IEEE reviews in biomedical engineering, 2009 - ieeexplore.ieee.org
Braincomputer interfaces (BCIs) allow their users to communicate or control external devices
using brain signals rather than the brain's normal output pathways of peripheral nerves and …

Interpersonal frontopolar neural synchronization in group communication: an exploration toward fNIRS hyperscanning of natural interactions

T Nozawa, Y Sasaki, K Sakaki, R Yokoyama… - Neuroimage, 2016 - Elsevier
Research of interpersonal neural synchronization (INS) using functional near-infrared
spectroscopy (fNIRS) hyperscanning is an expanding nascent field. This field still requires …

Decoding of four movement directions using hybrid NIRS-EEG brain-computer interface

MJ Khan, MJ Hong, KS Hong - Frontiers in human neuroscience, 2014 - frontiersin.org
The hybrid brain-computer interface (BCI)'s multimodal technology enables precision brain-
signal classification that can be used in the formulation of control commands. In the present …

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 …

Functional near infrared spectroscopy based brain computer interface

H Ayaz, PA Shewokis, SC Bunce, B Onaral - US Patent 9,946,344, 2018 - Google Patents
Described herein are fNIR-based brain computer interfaces. Training of individuals to
intentionally control neural activ ity in specific cortical areas, thereby up-regulating and down …