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A review of classification algorithms for EEG-based brain–computer interfaces
In this paper we review classification algorithms used to design brain–computer interface
(BCI) systems based on electroencephalography (EEG). We briefly present the commonly …
(BCI) systems based on electroencephalography (EEG). We briefly present the commonly …
Alternative communication systems for people with severe motor disabilities: a survey
We have now sufficient evidence that using electrical biosignals in the field of Alternative
and Augmented Communication is feasible. Additionally, they are particularly suitable in the …
and Augmented Communication is feasible. Additionally, they are particularly suitable in the …
Openvibe: An open-source software platform to design, test, and use brain–computer interfaces in real and virtual environments
This paper describes the OpenViBE software platform which enables researchers to design,
test, and use brain–computer interfaces (BCIs). BCIs are communication systems that …
test, and use brain–computer interfaces (BCIs). BCIs are communication systems that …
Flaws in current human training protocols for spontaneous brain-computer interfaces: lessons learned from instructional design
While recent research on Brain-Computer Interfaces (BCI) has highlighted their potential for
many applications, they remain barely used outside laboratories. The main reason is their …
many applications, they remain barely used outside laboratories. The main reason is their …
Brain-computer interfaces, virtual reality, and videogames
Major challenges must be tackled for brain-computer interfaces to mature into an
established communications medium for VR applications, which will range from basic …
established communications medium for VR applications, which will range from basic …
Tools for brain-computer interaction: a general concept for a hybrid BCI
The aim of this work is to present the development of a hybrid Brain-Computer Interface
(hBCI) which combines existing input devices with a BCI. Thereby, the BCI should be …
(hBCI) which combines existing input devices with a BCI. Thereby, the BCI should be …
[HTML][HTML] Study of electroencephalographic signal processing and classification techniques towards the use of brain-computer interfaces in virtual reality applications
F Lotte - 2008 - inria.hal.science
A Brain-Computer Interface (BCI) is a communication system which enables its users to
send commands to a computer by using brain activity only, this brain activity being …
send commands to a computer by using brain activity only, this brain activity being …
UMA-BCI speller: an easily configurable P300 speller tool for end users
F Velasco-Álvarez, S Sancha-Ros… - Computer methods and …, 2019 - Elsevier
Abstract Background and Objective Some neurodegenerative conditions can severely limit
patients' capability to communicate because of the loss of muscular control. Brain-computer …
patients' capability to communicate because of the loss of muscular control. Brain-computer …
Standardization of protocol design for user training in EEG-based brain–computer interface
J Mladenović - Journal of Neural Engineering, 2021 - iopscience.iop.org
Brain–computer interfaces (BCIs) are systems that enable a person to interact with a
machine using only neural activity. Such interaction can be non-intuitive for the user hence …
machine using only neural activity. Such interaction can be non-intuitive for the user hence …
An online data visualization feedback protocol for motor imagery-based BCI training
X Duan, S **e, X **e, K Obermayer, Y Cui… - Frontiers in human …, 2021 - frontiersin.org
Brain–computer interface (BCI) has developed rapidly over the past two decades, mainly
due to advancements in machine learning. Subjects must learn to modulate their brain …
due to advancements in machine learning. Subjects must learn to modulate their brain …