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Expectation-Maximization Method for EEG-Based Continuous Cursor Control

<p/> <p>To develop effective learning algorithms for continuous prediction of cursor movement using EEG signals is a challenging research issue in brain-computer interface (BCI). In this paper, we propose a novel statistical approach based on expectation-maximization (EM) method to learn the paramet...

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Hauptverfasser: Guan Cuntai, Wu Jiankang, Zhu Xiaoyuan, Cheng Yimin, Wang Yixiao
Format: Artigo
Sprache:Inglês
Veröffentlicht: SpringerOpen 2007-01-01
Schriftenreihe:EURASIP Journal on Advances in Signal Processing
Online-Zugang:http://asp.eurasipjournals.com/content/2007/049037
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