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Brain-Computer Interface Research A State-of-the-Art Summary 11
This book showcases recent trends in brain-computer interface development. It highlights fascinating results in areas such as language...
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Brain-Computer Interface
Brain-computer interface (BCI) is the technology interfacing subjects directly by their brain signals to the computer or external environment. BCI... -
Home Automation Using Brain–Computer Interface
Brain–Computer Interface (BCI) is a link whichconnects the brain of humans with the outside peripheral devices and machines, and it is a mechanism... -
Review of Brain-Computer Interface Applications in Neurological Disorders
Communication and control over their environment have been made possible by brain-computer interface (BCI) for individuals with disabilities and... -
Brain-Computer Interface for Stroke Rehabilitation
Stroke is a devastating disease and results in a multitude of functional deficits. Partial paralysis is one of the most prevalent conditions after... -
A flexible neural implant with ultrathin substrate for low-invasive brain–computer interface applications
Implantable brain–computer interface (BCI) devices are an effective tool to decipher fundamental brain mechanisms and treat neural diseases. However,...
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Unraveling the potential of brain-computer interface technology in medical diagnostics and rehabilitation: A comprehensive literature review
PurposeThis paper conducts an extensive literature review to examine the applications of Brain-Computer Interface (BCI) technology in rehabilitation...
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Vision mechanism model using brain–computer interface for light sensing
The electroencephalograph (EEG) learning network model (EEGNet) is developed according to the convolutional neural network model architecture. It can...
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Transfer Learning in Motor Imagery Brain Computer Interface: A Review
Transfer learning, as a new machine learning methodology, may solve problems in related but different domains by using existing knowledge, and it is...
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Brain-Computer Interface Through the Prism of Modern Age
Brain-computer interface is on the rise within different areas of medical diagnostics and rehabilitation. BCI devices are currently in clinical use... -
Brain Computer Interface: A Review
Brain-computer interface (BCI) enables their users to use brain signals instead of the brain’s normal peripheral nerve and muscle output paths to... -
Brain Computer Interface (BCI) Technology: A Neurological Restoration
People with visual impairments and other severe motor disabilities, suffer from severe lack of communication and control. They are unable to use... -
Neurosurgical Considerations for the Brain Computer Interface
Brain Computer Interface (BCI) devices are being developed to restore or improve the function of people suffering with neurological disabilities such... -
Performance of stroke patients using a brain-computer interface during motor imagery: a systematic review
PurposeBrain-computer interface (BCI) systems based on motor imagery (MI) have been suggested as promising tools for the neurorehabilitation of...
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Formative semi-supervised learning based on adaptive combined model for brain–computer interface
The recognition of Electroencephalogram (EEG) signals has been an important research field in Brain–computer interface. The semi-supervised...
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Review of Machine Learning Techniques for EEG Based Brain Computer Interface
A brain computer interface (BCI) framework uses computer algorithms to detect mental activity patterns and manipulate external devices. Because of...
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Metaverse for Brain Computer Interface: Towards New and Improved Applications
The metaverse is a virtual-world human interaction. Virtual platforms can express human thoughts or even dreams, at least in the metaverse reality,... -
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A Review on EEG Data Classification Methods for Brain–Computer Interface
Electroencephalography (EEG) is a technique to quantitatively measure brain activity with high temporal resolution. EEG converts brain activity to... -
Flexible brain–computer interfaces
Brain–computer interfaces—which allow direct communication between the brain and external computers—have potential applications in neuroscience,...