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A comprehensive review of EEG-based brain–computer interface paradigms
Advances in brain science and computer technology in the past decade have led to exciting
developments in brain–computer interface (BCI), thereby making BCI a top research area in …
developments in brain–computer interface (BCI), thereby making BCI a top research area in …
[HTML][HTML] Brain-machine interfaces: from basic science to neuroprostheses and neurorehabilitation
Brain-machine interfaces (BMIs) combine methods, approaches, and concepts derived from
neurophysiology, computer science, and engineering in an effort to establish real-time …
neurophysiology, computer science, and engineering in an effort to establish real-time …
Brain–computer interfaces for communication and rehabilitation
Brain–computer interfaces (BCIs) use brain activity to control external devices, thereby
enabling severely disabled patients to interact with the environment. A variety of invasive …
enabling severely disabled patients to interact with the environment. A variety of invasive …
EEG-Based Brain–Computer Interfaces for Communication and Rehabilitation of People with Motor Impairment: A Novel Approach of the 21st Century
People with severe neurological impairments face many challenges in sensorimotor
functions and communication with the environment; therefore they have increased demand …
functions and communication with the environment; therefore they have increased demand …
Stabilization of a brain–computer interface via the alignment of low-dimensional spaces of neural activity
The instability of neural recordings can render clinical brain–computer interfaces (BCIs)
uncontrollable. Here, we show that the alignment of low-dimensional neural manifolds (low …
uncontrollable. Here, we show that the alignment of low-dimensional neural manifolds (low …
[HTML][HTML] Signal processing techniques for motor imagery brain computer interface: A review
Abstract Motor Imagery Brain Computer Interface (MI-BCI) provides a non-muscular channel
for communication to those who are suffering from neuronal disorders. The designing of an …
for communication to those who are suffering from neuronal disorders. The designing of an …
Brain-computer interfaces in medicine
Brain-computer interfaces (BCIs) acquire brain signals, analyze them, and translate them
into commands that are relayed to output devices that carry out desired actions. BCIs do not …
into commands that are relayed to output devices that carry out desired actions. BCIs do not …
Visual and auditory brain–computer interfaces
Over the past several decades, electroencephalogram (EEG)-based brain-computer
interfaces (BCIs) have attracted attention from researchers in the field of neuroscience …
interfaces (BCIs) have attracted attention from researchers in the field of neuroscience …
Hybrid brain–computer interface techniques for improved classification accuracy and increased number of commands: a review
In this article, non-invasive hybrid brain–computer interface (hBCI) technologies for
improving classification accuracy and increasing the number of commands are reviewed …
improving classification accuracy and increasing the number of commands are reviewed …
Brain–machine interfaces: past, present and future
Since the original demonstration that electrical activity generated by ensembles of cortical
neurons can be employed directly to control a robotic manipulator, research on brain …
neurons can be employed directly to control a robotic manipulator, research on brain …