The MindGame: A P300-based brain-computer interface game

被引：107

作者：

Finke, Andrea ^{[1
,2
]}

Lenhardt, Alexander ^{[2
]}

Ritter, Helge ^{[1
,2
]}

机构：

[1] Univ Bielefeld, Res Inst Cognit & Robot, CoR Lab, D-4800 Bielefeld, Germany

[2] Univ Bielefeld, Fac Technol, Neuroinformat Grp, D-4800 Bielefeld, Germany

来源：

NEURAL NETWORKS | 2009年 / 22卷 / 09期

关键词：

Brain-computer interface; BCI; EEG; P300; Virtual game; Neurofeedback; PROBABILITY; POTENTIALS; P300;

D O I：

10.1016/j.neunet.2009.07.003

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

We present a Brain-Computer Interface (BCI) game. the MindGame, based oil the P300 event-related potential In the MindGame interface P300 events are translated into movements of a character on a three-dimensional game board A linear feature selection and classification scheme is applied to identify P300 events and calculate gradual feedback features from a scalp electrode array. The classification during the online run of the game is computed oil a single-trial basis without averaging over subtrials We achieve classification rates of O 65 on single-trials during the online operation of the system while providing gradual feedback to the player (C) 2009 Elsevier Ltd All rights reserved.

引用

页码：1329 / 1333

页数：5

共 13 条

[1]

[Anonymous], 2007, BRAIN COMPUTER INTER

[2] Control of a humanoid robot by a noninvasive brain-computer interface in humans [J].