Adaptive brain interfaces for physically-disabled people

被引：0

作者：

Millán, JDR ^{[1
]}

Mouriño, J ^{[1
]}

Marciani, MG ^{[1
]}

Babiloni, F ^{[1
]}

Topani, F ^{[1
]}

Canale, I ^{[1
]}

Heikkonen, J ^{[1
]}

Kaski, K ^{[1
]}

机构：

[1] Commiss European Communities, Joint Res Ctr, I-21020 Ispra, VA, Italy

来源：

PROCEEDINGS OF THE 20TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOL 20, PTS 1-6: BIOMEDICAL ENGINEERING TOWARDS THE YEAR 2000 AND BEYOND | 1998年 / 20卷

关键词：

D O I：

暂无

中图分类号：

R5 [内科学];

学科分类号：

1002 ; 100201 ;

摘要：

This paper presents first results of an Adaptive Brain Interface suitable for deployment outside controlled laboratory settings. It robustly recognizes three purely mental states from on-line spontaneous EEG signals and has them associated to simple commands. Three commands allow to interact intelligently with a computer-based system through task decomposition. Our approach seeks to develop individual interfaces since not two people are the same either physiologically or psychologically. Thus the interface adapts to its owner as its neural classifier learns user-specific filters.

引用

页码：2008 / 2011

页数：2

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