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

被引：104
|
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
收藏
页码：1329 / 1333
页数：5
相关论文
共 50 条
  • [1] A P300-based brain-computer interface
    Karlovskii D.V.
    Konyshev V.A.
    Selishchev S.V.
    Biomedical Engineering, 2007, 41 (1) : 29 - 33
  • [2] A P300-based brain-computer interface (BCI)
    Donchin, E
    Spencer, K
    Wijesinghe, R
    PSYCHOPHYSIOLOGY, 1999, 36 : S15 - S16
  • [3] An improved P300-based brain-computer interface
    Serby, H
    Yom-Tov, E
    Inbar, GF
    IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2005, 13 (01) : 89 - 98
  • [4] P300-based Brain-Computer Interface Memory Game to Improve Motivation and Performance
    Angeloni, C.
    Salter, D.
    Corbit, V.
    Lorence, T.
    Yu, Y-C.
    Gabel, L. A.
    2012 38TH ANNUAL NORTHEAST BIOENGINEERING CONFERENCE (NEBEC), 2012, : 35 - +
  • [5] Improving the Performance of P300-based Brain-Computer Interface
    Garakani, Golnoosh
    Amiri, Mahmood
    Menhaj, Mohammad Bagher
    2016 4TH INTERNATIONAL CONFERENCE ON CONTROL, INSTRUMENTATION, AND AUTOMATION (ICCIA), 2016, : 329 - 332
  • [6] A P300-Based Brain-Computer Interface for Improving Attention
    Arvaneh, Mahnaz
    Robertson, Ian H.
    Ward, Tomas E.
    FRONTIERS IN HUMAN NEUROSCIENCE, 2019, 12
  • [7] An adaptive P300-based online brain-computer interface
    Lenhardt, Alexander
    Kaper, Matthias
    Ritter, Helge J.
    IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2008, 16 (02) : 121 - 130
  • [8] P300-Based Brain-Computer Interface for Internet Browsing
    Sirvent, Jose L.
    Azorin, Jose M.
    Ianez, Eduardo
    Ubeda, Andres
    Fernandez, Eduardo
    TRENDS IN PRACTICAL APPLICATIONS OF AGENTS AND MULTIAGENT SYSTEMS, 2010, 71 : 615 - 622
  • [9] A P300-Based Brain-Computer Interface for Chinese text Input
    Yu, Yang
    Zhou, Zongtan
    Tang, Jingsheng
    Du, Peng
    Liu, Yadong
    Hu, Dewen
    PROCEEDINGS OF THE 2015 2ND INTERNATIONAL WORKSHOP ON MATERIALS ENGINEERING AND COMPUTER SCIENCES (IWMECS 2015), 2015, 33 : 854 - 857
  • [10] A covert attention P300-based brain-computer interface: Geospell
    Aloise, Fabio
    Arico, Pietro
    Schettini, Francesca
    Riccio, Angela
    Salinari, Serenella
    Mattia, Donatella
    Babiloni, Fabio
    Cincotti, Febo
    ERGONOMICS, 2012, 55 (05) : 538 - 551
12345