• DocumentCode
    2026224
  • Title

    A novel P300-based BCI system for words typing

  • Author

    Akram, Farhan ; Metwally, Mohamed K. ; Hee-Sok Han ; Hyun-Jae Jeon ; Tae-Seong Kim

  • Author_Institution
    Dept. of Biomed. Eng., Kyung Hee Univ., Yongin, South Korea
  • fYear
    2013
  • fDate
    18-20 Feb. 2013
  • Firstpage
    24
  • Lastpage
    25
  • Abstract
    The conventional P300 BCI system for character spelling is typically composed of a paradigm that displays flashing characters and a classifier which identifies target characters. Typically a user has to type each character of a word at a time: this spelling process is slow and it can take several minutes to type an entire word. In this work, we propose a new word typing scheme by integrating a word suggestion mechanism via a dictionary search into the conventional P300-based speller. Our new P300-based word typing system consists of an initial character spelling paradigm, a smart dictionary unit to give suggestions of possible words, and the final word selection paradigm to select a word out of the suggestions. Our proposed methodology reduces typing time significantly and makes word typing more convenient. We have tested our system with four subjects and our results demonstrate an average words typing time of 1.66 minute, whereas the conventional took 2.9 minute for the same words.
  • Keywords
    brain-computer interfaces; electroencephalography; medical signal processing; signal classification; BCI classifier; EEG signals; P300-based BCI system; brain-computer interface; character spelling process; dictionary search; electroencephalography; final word selection paradigm; initial character spelling paradigm; smart dictionary unit; word suggestion mechanism; word typing scheme; Accuracy; Brain-computer interfaces; Conferences; Dictionaries; Electroencephalography; Support vector machines; Visualization; BCI; P300 speller; dictionary; word typing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Brain-Computer Interface (BCI), 2013 International Winter Workshop on
  • Conference_Location
    Gangwo
  • Print_ISBN
    978-1-4673-5973-3
  • Type

    conf

  • DOI
    10.1109/IWW-BCI.2013.6506617
  • Filename
    6506617