• DocumentCode
    864583
  • Title

    Neural-electronic inhibition simulated with a neuron model implemented in SPICE

  • Author

    Szlavik, Robert B. ; Bhuiyan, Abuhanif K. ; Carver, Anthony ; Jenkins, Frank

  • Author_Institution
    Coll. of Eng. Sci., Louisiana Tech Univ., Ruston, LA, USA
  • Volume
    14
  • Issue
    1
  • fYear
    2006
  • fDate
    3/1/2006 12:00:00 AM
  • Firstpage
    109
  • Lastpage
    115
  • Abstract
    There have been numerous studies presented in the literature related to the simulation of the interaction between biological neurons and electronic devices. A complicating factor associated with these simulations is the algebraic complexity involved in implementation. This complication has impeded simulation of more involved neural-electronic circuitry and consequently has limited potential advancements in the integration of biological neurons with synthetic electronics. In this paper, we describe a modification to a previously proposed SPICE based Hodgkin-Huxley neuron model that demonstrates more physiologically relevant electrical behavior. We utilize this SPICE based neuron model in conjunction with an external circuit that allows for artificial selective inhibition of neural spiking. The neural firing control scheme proposed herein would allow for action potential frequency modulation of neural activity that, if developed further, could potentially be applied to suppress undesirable neural activity that manifests symptomatically as the tremors or seizures associated with specific pathologies of the nervous system.
  • Keywords
    bioelectric potentials; biomedical electronics; medical control systems; neurophysiology; physiological models; Hodgkin-Huxley neuron model; SPICE; action potential frequency modulation; algebraic complexity; biological neurons; electronic devices; nervous system; neural activity; neural firing control; neural spiking; neural-electronic inhibition; physiologically relevant electrical behavior; seizures; tremors; Biological system modeling; Biomembranes; Circuit simulation; Circuit topology; Equations; Frequency; Network topology; Neurons; Polynomials; SPICE; Inhibition; SPICE; neural-electronics; neuron model; Action Potentials; Algorithms; Computer Simulation; Electric Stimulation; Electronics; Feedback; Models, Neurological; Neural Networks (Computer); Neurons;
  • fLanguage
    English
  • Journal_Title
    Neural Systems and Rehabilitation Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1534-4320
  • Type

    jour

  • DOI
    10.1109/TNSRE.2006.870499
  • Filename
    1605270