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A review of critical challenges in MI-BCI: From conventional to deep learning methods
Brain-computer interfaces (BCIs) have achieved significant success in controlling external
devices through the Electroencephalogram (EEG) signal processing. BCI-based Motor …
devices through the Electroencephalogram (EEG) signal processing. BCI-based Motor …
[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
U Chaudhary, N Birbaumer… - Nature Reviews …, 2016 - nature.com
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 …
[HTML][HTML] Signal processing techniques for motor imagery brain computer interface: A review
S Aggarwal, N Chugh - Array, 2019 - Elsevier
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 …
Performance variation in motor imagery brain–computer interface: a brief review
Brain–computer interface (BCI) technology has attracted significant attention over recent
decades, and has made remarkable progress. However, BCI still faces a critical hurdle, in …
decades, and has made remarkable progress. However, BCI still faces a critical hurdle, in …
Active tactile exploration using a brain–machine–brain interface
Brain–machine interfaces, use neuronal activity recorded from the brain to establish direct
communication with external actuators, such as prosthetic arms. It is hoped that brain …
communication with external actuators, such as prosthetic arms. It is hoped that brain …
[HTML][HTML] Restoring the sense of touch using a sensorimotor demultiplexing neural interface
Paralyzed muscles can be reanimated following spinal cord injury (SCI) using a brain-
computer interface (BCI) to enhance motor function alone. Importantly, the sense of touch is …
computer interface (BCI) to enhance motor function alone. Importantly, the sense of touch is …
Control of hand prostheses using peripheral information
S Micera, J Carpaneto… - IEEE reviews in …, 2010 - ieeexplore.ieee.org
Several efforts have been carried out to enhance dexterous hand prosthesis control by
impaired individuals. Choosing which voluntary signal to use for control purposes is a critical …
impaired individuals. Choosing which voluntary signal to use for control purposes is a critical …
The brain–computer interface cycle
Brain–computer interfaces (BCIs) have attracted much attention recently, triggered by new
scientific progress in understanding brain function and by impressive applications. The aim …
scientific progress in understanding brain function and by impressive applications. The aim …