• DocumentCode
    2671798
  • Title

    The effects of external electrical field on a neural network with synaptic plasticity and conduction delays

  • Author

    Zhao, Jia ; Deng, Bin ; Wei, Xile ; Wang, Jiang ; Men, Cong ; Qin, Yingmei ; Sun, Jianbing

  • Author_Institution
    Sch. of Electr. Eng. & Autom., Tianjin Univ., Tianjin, China
  • fYear
    2012
  • fDate
    23-25 May 2012
  • Firstpage
    2449
  • Lastpage
    2454
  • Abstract
    Effects of external DC stimuli to the evolution of a neural network model are studied. It´s found that the external DC stimuli can enhance the neural network´s average firing rate, induces the neural network to get to a balanced state that exhibits rhythmic activity with high rate. The activity of the neural network can be affected by the synaptic connection strength, the conduction delays, the external stimuli and so on. These parameters can serve as factors in modulating the evolution of the neural network with different firing activities. Furthermore, these results may also relate to the mechanism of memory and learning process.
  • Keywords
    bioelectric potentials; electric field effects; neurophysiology; average firing rate; conduction delays; external DC stimuli effects; external electrical field effects; learning process; neural network model evolution; rhythmic activity; synaptic connection strength; synaptic plasticity; Biological neural networks; Biological system modeling; Brain modeling; Delay; Evolution (biology); Neurons; Neuroscience; Rhythmic activity; Spike-timing-dependent plasticity (STDP); Weak direct current stimuli;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Decision Conference (CCDC), 2012 24th Chinese
  • Conference_Location
    Taiyuan
  • Print_ISBN
    978-1-4577-2073-4
  • Type

    conf

  • DOI
    10.1109/CCDC.2012.6244391
  • Filename
    6244391