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ISNN
2005
Springer

ICA and Committee Machine-Based Algorithm for Cursor Control in a BCI System

13 years 9 months ago
ICA and Committee Machine-Based Algorithm for Cursor Control in a BCI System
In recent years, brain-computer interface (BCI) technology has emerged very rapidly. Brain-computer interfaces (BCIs) bring us a new communication interface technology which can translate brain activities into control signals of devices like computers, robots. The preprocessing of electroencephalographic (EEG) signal and translation algorithms play an important role in EEG-based BCIs. In this study, we employed an independent component analysis (ICA)-based preprocessing method and a committee machine-based translation algorithm for the offline analysis of a cursor control experiment. The results show that ICA is an efficient preprocessing method and the committee machine is a good choice for translation algorithm.
Jianzhao Qin, Yuanqing Li, Andrzej Cichocki
Added 27 Jun 2010
Updated 27 Jun 2010
Type Conference
Year 2005
Where ISNN
Authors Jianzhao Qin, Yuanqing Li, Andrzej Cichocki
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