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 …
Studies to overcome brain–computer interface challenges
WS Choi, HG Yeom - Applied Sciences, 2022 - mdpi.com
A brain–computer interface (BCI) is a promising technology that can analyze brain signals
and control a robot or computer according to a user's intention. This paper introduces our …
and control a robot or computer according to a user's intention. This paper introduces our …
[HTML][HTML] A hybrid steady-state visual evoked response-based brain-computer interface with MEG and EEG
While recent developments in electroencephalogram (EEG)-based brain-computer
interfaces (BCIs) have enabled a bridge between the brain and external devices with …
interfaces (BCIs) have enabled a bridge between the brain and external devices with …
[HTML][HTML] Identification of cerebral cortices processing acceleration, velocity, and position during directional reaching movement with deep neural network and …
HJ Kim, JS Kim, CK Chung - NeuroImage, 2023 - Elsevier
Cerebral cortical representation of motor kinematics is crucial for understanding human
motor behavior, potentially extending to efficient control of the brain-computer interface …
motor behavior, potentially extending to efficient control of the brain-computer interface …
A magnetoencephalography dataset during three-dimensional reaching movements for brain-computer interfaces
HG Yeom, JS Kim, CK Chung - Scientific Data, 2023 - nature.com
Studying the motor-control mechanisms of the brain is critical in academia and also has
practical implications because techniques such as brain-computer interfaces (BCIs) can be …
practical implications because techniques such as brain-computer interfaces (BCIs) can be …
F-value time-frequency analysis: Between-within variance analysis
Studies on brain mechanisms enable us to treat various brain diseases and develop diverse
technologies for daily life. Therefore, an analysis method of neural signals is critical, as it …
technologies for daily life. Therefore, an analysis method of neural signals is critical, as it …
Dual model transfer learning to compensate for individual variability in brain-computer interface
JS Kim, HJ Kim, CK Chung, JS Kim - Computer Methods and Programs in …, 2024 - Elsevier
Abstract Background and Objective Recent advancements in brain-computer interface (BCI)
technology have seen a significant shift towards incorporating complex decoding models …
technology have seen a significant shift towards incorporating complex decoding models …
Applying antagonistic activation pattern to the single-trial classification of mental arithmetic
S Liu - Heliyon, 2022 - cell.com
Background At present, the application of fNIRS in the field of brain-computer interface (BCI)
is being a hot topic. By fNIRS-BCI, the brain realizes the control of external devices. A state …
is being a hot topic. By fNIRS-BCI, the brain realizes the control of external devices. A state …
[图书][B] Proceedings of Second International Conference on Intelligent System: ICIS 2023
JMRS Tavares, S Pal, VC Gerogiannis, BT Hung - 2024 - books.google.com
This book gathers selected high-quality research papers presented at the Second
International Conference on Intelligent System (ICIS 2023), organized by Industrial …
International Conference on Intelligent System (ICIS 2023), organized by Industrial …
Multi-Functional Brain Computer Interface Using Convolutional Neural Networks
W Choi, H Yeom, N Ko - 2022 22nd International Conference …, 2022 - ieeexplore.ieee.org
Brain-computer interface (BCI) is a promising technology that controls computers or
machines using brain signals. With this technology, people with various disabilities, such as …
machines using brain signals. With this technology, people with various disabilities, such as …