• DocumentCode
    3498845
  • Title

    Fuzzy bio-interface: Indicating logicality from living neuronal network and learning control of bio-robot

  • Author

    Hayashi, Isao ; Kiyotoki, Megumi ; Kiyohara, Ai ; Tokuda, Minori ; Kudoh, Suguru N.

  • Author_Institution
    Fac. of Inf., Kansai Univ., Suita, Japan
  • fYear
    2011
  • fDate
    July 31 2011-Aug. 5 2011
  • Firstpage
    2417
  • Lastpage
    2423
  • Abstract
    Recently, many attractive brain-computer interface and brain-machine interface have been proposed. The outer computer and machine are controlled by brain action potentials detected through a device such as near-infrared spectroscopy (NIRS) and electroencephalograph (EEG), and some discriminant model determines a control process. In this paper, we introduce a fuzzy bio-interface between a culture dish of rat hippocampal neurons and the khepera robot. We propose a model to analyze logic of signals and connectivity of electrodes in a culture dish, and show the bio-robot hybrid we developed. We believe that the framework of fuzzy system is essential for BCI and BMI, thus name this technology “fuzzy bio-interface”. We show the usefulness of a fuzzy bio-interface through some examples.
  • Keywords
    brain-computer interfaces; electroencephalography; fuzzy systems; learning (artificial intelligence); neural nets; robots; attractive brain-computer interface; biorobot; brain-machine interface; electroencephalograph; fuzzy biointerface; fuzzy system; khepera robot; learning control; near-infrared spectroscopy; neuronal network; rat hippocampal neurons; Biological neural networks; Educational institutions; Electric potential; Electrodes; Robot sensing systems; Time frequency analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks (IJCNN), The 2011 International Joint Conference on
  • Conference_Location
    San Jose, CA
  • ISSN
    2161-4393
  • Print_ISBN
    978-1-4244-9635-8
  • Type

    conf

  • DOI
    10.1109/IJCNN.2011.6033532
  • Filename
    6033532