[HTML][HTML] Hybrid brain–computer interface techniques for improved classification accuracy and increased number of commands: a review
In this paper, hybrid brain-computer interface (hBCI) technologies for improving
classification accuracy and increasing the number of commands are reviewed. Hybridization …
classification accuracy and increasing the number of commands are reviewed. Hybridization …
A survey of signal processing algorithms in brain–computer interfaces based on electrical brain signals
Brain–computer interfaces (BCIs) aim at providing a non-muscular channel for sending
commands to the external world using the electroencephalographic activity or other …
commands to the external world using the electroencephalographic activity or other …
EMG and EOG artifacts in brain computer interface systems: A survey
It is widely accepted in the brain computer interface (BCI) research community that
neurological phenomena are the only source of control in any BCI system. Artifacts are …
neurological phenomena are the only source of control in any BCI system. Artifacts are …
Spatio-spectral filters for improving the classification of single trial EEG
S Lemm, B Blankertz, G Curio… - IEEE transactions on …, 2005 - ieeexplore.ieee.org
Data recorded in electroencephalogram (EEG)-based brain-computer interface experiments
is generally very noisy, nonstationary, and contaminated with artifacts that can deteriorate …
is generally very noisy, nonstationary, and contaminated with artifacts that can deteriorate …
Brain-computer interface technology: a review of the Second International Meeting.
TM Vaughan, WJ Heetderks, LJ Trejo… - IEEE transactions on …, 2003 - europepmc.org
This paper summarizes the Brain-Computer Interfaces for Communication and Control, The
Second International Meeting, held in Rensselaerville, NY, in June 2002. Sponsored by the …
Second International Meeting, held in Rensselaerville, NY, in June 2002. Sponsored by the …
Combined optimization of spatial and temporal filters for improving brain-computer interfacing
Brain-computer interface (BCI) systems create a novel communication channel from the
brain to an output device by bypassing conventional motor output pathways of nerves and …
brain to an output device by bypassing conventional motor output pathways of nerves and …
A comprehensive survey of brain interface technology designs
In this work we present the first comprehensive survey of Brain Interface (BI) technology
designs published prior to January 2006. Detailed results from this survey, which was based …
designs published prior to January 2006. Detailed results from this survey, which was based …
Brain-computer interfaces for 1-D and 2-D cursor control: designs using volitional control of the EEG spectrum or steady-state visual evoked potentials
We have developed and tested two electroencephalogram (EEG)-based brain-computer
interfaces (BCI) for users to control a cursor on a computer display. Our system uses an …
interfaces (BCI) for users to control a cursor on a computer display. Our system uses an …
Locally coupled electromechanical interfaces based on cytoadhesion-inspired hybrids to identify muscular excitation-contraction signatures
Coupling myoelectric and mechanical signals during voluntary muscle contraction is
paramount in human–machine interactions. Spatiotemporal differences in the two signals …
paramount in human–machine interactions. Spatiotemporal differences in the two signals …
Combining spatial filters for the classification of single-trial EEG in a finger movement task
X Liao, D Yao, D Wu, C Li - IEEE transactions on biomedical …, 2007 - ieeexplore.ieee.org
Brain-computer interface (BCI) is to provide a communication channel that translates human
intention reflected by a brain signal such as electroencephalogram (EEG) into a control …
intention reflected by a brain signal such as electroencephalogram (EEG) into a control …