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 …

A practical VEP-based brain-computer interface

Y Wang, R Wang, X Gao, B Hong… - IEEE Transactions on …, 2006 - ieeexplore.ieee.org
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 …

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 …

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 …

[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 …

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 …

Joint time-frequency-space classification of EEG in a brain-computer interface application

GNG Molina, T Ebrahimi, JM Vesin - EURASIP Journal on Advances in …, 2003 - Springer
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 …

Detection of anticipatory brain potentials during car driving

Z Khaliliardali, R Chavarriaga… - … conference of the …, 2012 - ieeexplore.ieee.org
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 …

Anticipation-and error-related EEG signals during realistic human-machine interaction: A study on visual and tactile feedback

R Chavarriaga, X Perrin, R Siegwart… - … Conference of the …, 2012 - ieeexplore.ieee.org
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 …

A critical evaluation on low-cost consumer-grade electroencephalographic devices

S Pathirana, D Asirvatham… - 2018 2nd International …, 2018 - ieeexplore.ieee.org
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 …