• DocumentCode
    2082125
  • Title

    The neuroid: A novel and simplified neuron-model

  • Author

    Arguello, E. ; Silva, R. ; Castillo, Claris ; Huerta, Milagros

  • Author_Institution
    Lab. “C”, Simon Bolivar Univ., Caracas, Venezuela
  • fYear
    2012
  • fDate
    Aug. 28 2012-Sept. 1 2012
  • Firstpage
    1234
  • Lastpage
    1237
  • Abstract
    In this paper we introduce a novel computational neuron-model, the Neuroid, which is based on three basic operations that are carried out by nerve cells to process the incoming information, such as comparison, and frequency pulse modulation-demodulation. The model was implemented using LabVIEW 10.0, in order to assign to each of these operations, an execution block (Virtual Instrument). The results of its implementation showed a very similar behavior to that exhibited by real neurons. Furthermore, due to its simplicity and low computational requirements, it is expected that the Neuroid can be used to create several software models of biological neural systems, either for research or teaching purposes.
  • Keywords
    cellular biophysics; demodulation; medical computing; neural nets; neurophysiology; pulse frequency modulation; virtual instrumentation; LabVIEW 10.0; biological neural systems; computational neuron model; execution block; frequency pulse modulation-demodulation; information processing; nerve cells; neuroid; research purposes; simplified neuron model; software models; teaching purposes; virtual instrument; Biological neural networks; Biological system modeling; Biomembranes; Computational modeling; Electric potential; Frequency modulation; Neurons; Algorithms; Computational Biology; Computer Simulation; Models, Neurological; Neurons; Synapses;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
  • Conference_Location
    San Diego, CA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4119-8
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2012.6346160
  • Filename
    6346160