BCI2000: a general-purpose brain-computer interface (BCI) system
G Schalk, DJ McFarland, T Hinterberger… - IEEE Transactions …, 2004 - ieeexplore.ieee.org
Many laboratories have begun to develop brain-computer interface (BCI) systems that
provide communication and control capabilities to people with severe motor disabilities …
provide communication and control capabilities to people with severe motor disabilities …
A practical VEP-based brain-computer interface
This paper introduces the development of a practical brain-computer interface at Tsinghua
University. The system uses frequency-coded steady-state visual evoked potentials to …
University. The system uses frequency-coded steady-state visual evoked potentials to …
An improved P300-based brain-computer interface
H Serby, E Yom-Tov, GF Inbar - IEEE Transactions on neural …, 2005 - ieeexplore.ieee.org
A brain-computer interface (BCI) is a system for direct communication between brain and
computer. The BCI developed in this work is based on a BCI described by Farwell and …
computer. The BCI developed in this work is based on a BCI described by Farwell and …
Use of the evoked potential P3 component for control in a virtual apartment
JD Bayliss - IEEE transactions on neural systems and …, 2003 - ieeexplore.ieee.org
Virtual reality (VR) may prove useful for training individuals to use a brain-computer interface
(BCI). It could provide complex and controllable experimental environments during BCI …
(BCI). It could provide complex and controllable experimental environments during BCI …
[PDF][PDF] EEG signal classification for brain computer interface applications
JB Ochoa - Ecole Polytechnique Federale de Lausanne, 2002 - epfl.ch
Recent advances in computer hardware and signal processing have made possible the use
of EEG signals or “brain waves” for communication between humans and computers …
of EEG signals or “brain waves” for communication between humans and computers …
Using machine learning to predict learner emotional state from brainwaves
A Heraz, R Razaki, C Frasson - Seventh IEEE International …, 2007 - ieeexplore.ieee.org
Intelligent Tutoring Systems (ITS) learner model has progressively evolved. Initially
composed of a cognitive module it was extended with a psychological module and an …
composed of a cognitive module it was extended with a psychological module and an …
Joint time-frequency-space classification of EEG in a brain-computer interface application
Brain-computer interface is a growing field of interest in human-computer interaction with
diverse applications ranging from medicine to entertainment. In this paper, we present a …
diverse applications ranging from medicine to entertainment. In this paper, we present a …
Detection of anticipatory brain potentials during car driving
Recognition of driver's intention from electroencephalogram (EEG) can be helpful in
develo** an in-car brain computer interface (BCI) systems for intelligent cars. This could …
develo** an in-car brain computer interface (BCI) systems for intelligent cars. This could …
Anticipation-and error-related EEG signals during realistic human-machine interaction: A study on visual and tactile feedback
The exploitation of EEG signatures of cognitive processes can provide valuable information
to improve interaction with brain actuated devices. In this work we study these correlates in a …
to improve interaction with brain actuated devices. In this work we study these correlates in a …
A critical evaluation on low-cost consumer-grade electroencephalographic devices
Electroencephalography (EEG) has been recognized as one the finest cost-effective
techniques to measure the electrical activity of the human brain. Since the electrical activity …
techniques to measure the electrical activity of the human brain. Since the electrical activity …