標題: A Brain-Computer Interface with Real-Time Independent Component Analysis for Biomedical Applications
作者: Hsieh, Zong-Han
Fang, Wai-Chi
Jung, Tzyy-Ping
電子工程學系及電子研究所
Department of Electronics Engineering and Institute of Electronics
關鍵字: Brain Computer Interface;Independent Component Analysis
公開日期: 2012
摘要: This paper presents a brain-computer interface with real-time independent component analysis for biomedical applications. EEG-based BCI technology using cell-phone and Bluetooth transmission of bio-signals has been established in previous studies, and experimental results show that subjects should avoid eye blink who are under test to increase the accuracy. In order to enhance the dialing system, the authors integrate a real-time ICA chip to artifacts arising from eye blinking. The designed system enables the acquisition and subsequent ICA elaboration signals in real-time, the result shows suitable for BCI applications. The efficiency of the implemented technique has been experimentally demonstrated.
URI: http://hdl.handle.net/11536/17028
ISBN: 978-1-4577-0231-0
期刊: 2012 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS (ICCE)
起始頁: 339
結束頁: 340
Appears in Collections:Conferences Paper