Interface, interaction, and intelligence in generalized brain–computer interfaces

X Gao, Y Wang, X Chen, S Gao - Trends in cognitive sciences, 2021 - cell.com
A brain–computer interface (BCI) establishes a direct communication channel between a
brain and an external device. With recent advances in neurotechnology and artificial …

Visual and auditory brain–computer interfaces

S Gao, Y Wang, X Gao, B Hong - IEEE transactions on …, 2014 - ieeexplore.ieee.org
Over the past several decades, electroencephalogram (EEG)-based brain-computer
interfaces (BCIs) have attracted attention from researchers in the field of neuroscience …

Riemannian geometry for EEG-based brain-computer interfaces; a primer and a review

M Congedo, A Barachant, R Bhatia - Brain-Computer Interfaces, 2017 - Taylor & Francis
Despite its short history, the use of Riemannian geometry in brain-computer interface (BCI)
decoding is currently attracting increasing attention, due to accumulating documentation of …

Quadcopter control in three-dimensional space using a noninvasive motor imagery-based brain–computer interface

K LaFleur, K Cassady, A Doud, K Shades… - Journal of neural …, 2013 - iopscience.iop.org
Objective. At the balanced intersection of human and machine adaptation is found the
optimally functioning brain–computer interface (BCI). In this study, we report a novel …

A multi-branch convolutional neural network with squeeze-and-excitation attention blocks for EEG-based motor imagery signals classification

GA Altuwaijri, G Muhammad, H Altaheri, M Alsulaiman - Diagnostics, 2022 - mdpi.com
Electroencephalography-based motor imagery (EEG-MI) classification is a critical
component of the brain-computer interface (BCI), which enables people with physical …

Brain–machine interfaces for controlling lower-limb powered robotic systems

Y He, D Eguren, JM Azorín, RG Grossman… - Journal of neural …, 2018 - iopscience.iop.org
Objective. Lower-limb, powered robotics systems such as exoskeletons and orthoses have
emerged as novel robotic interventions to assist or rehabilitate people with walking …

Restoring sensorimotor function through intracortical interfaces: progress and looming challenges

SJ Bensmaia, LE Miller - Nature Reviews Neuroscience, 2014 - nature.com
The loss of a limb or paralysis resulting from spinal cord injury has devastating
consequences on quality of life. One approach to restoring lost sensory and motor abilities in …

A high-speed brain speller using steady-state visual evoked potentials

M Nakanishi, Y Wang, YT Wang… - International journal of …, 2014 - World Scientific
Implementing a complex spelling program using a steady-state visual evoked potential
(SSVEP)-based brain–computer interface (BCI) remains a challenge due to difficulties in …

A high-itr ssvep-based bci speller

X Chen, Z Chen, S Gao, X Gao - Brain-Computer Interfaces, 2014 - Taylor & Francis
Spelling is an important application of brain-computer interfaces (BCIs). Previous BCI
spellers were not suited for widespread use due to their low information transfer rate (ITR). In …

[HTML][HTML] A hybrid steady-state visual evoked response-based brain-computer interface with MEG and EEG

X Li, J Chen, N Shi, C Yang, P Gao, X Chen… - Expert Systems with …, 2023 - Elsevier
While recent developments in electroencephalogram (EEG)-based brain-computer
interfaces (BCIs) have enabled a bridge between the brain and external devices with …