• DocumentCode
    3728434
  • Title

    A Comparative Study on the Effect of Audio and Visual Stimuli for Enhancing Attention and Memory in Brain Computer Interface System

  • Author

    Tushar Chouhan;Ankit Panse;K.G. Smitha;A.P. Vinod

  • Author_Institution
    Electron. &
  • fYear
    2015
  • Firstpage
    3104
  • Lastpage
    3109
  • Abstract
    Brain-Computer Interface (BCI) is an alternative communication and control channel between brain and computer which finds applications in neuroprosthetics, brain wave controlled computer games, etc. This paper presents a comparative study on the effects of audio and visual modalities of input stimuli in enhancing the memory and attention level of a person. The proposed game requires the player to memorize a sequence of objects and then correctly select them in the order of their appearance for the different modalities of stimuli, separately. It also enables the player to control the game using attention based brain signals. The attention level of a person is quantified using a modified form of sample entropy feature of Electroencephalogram (EEG). Previous studies have already shown the effectiveness of visual modality for enhancing cognitive skills of person. This paper aims to show the relative effectiveness of the audio stimuli in enhancing the attention and memory of a person.
  • Keywords
    "Visualization","Games","Entropy","Neurofeedback","Machine learning algorithms","Electroencephalography","Training"
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics (SMC), 2015 IEEE International Conference on
  • Type

    conf

  • DOI
    10.1109/SMC.2015.539
  • Filename
    7379671