• DocumentCode
    2736494
  • Title

    A carbon nanotube implementation of temporal and spatial dendritic computations

  • Author

    Parker, Alice C. ; Joshi, Jonathan ; Hsu, Chih-Chieh ; Singh, Nav Aman Deep

  • Author_Institution
    Dept. of Electr. Eng., Univ. of Southern California, Los Angeles, CA
  • fYear
    2008
  • fDate
    10-13 Aug. 2008
  • Firstpage
    818
  • Lastpage
    821
  • Abstract
    A neural dendritic computational circuit design is presented here. The circuit models the result of action potentials applied to biological synapses on a portion of a dendritic tree. The resultant excitatory post synaptic potentials (EPSPs) are combined in a dendritic tree that demonstrates linear, superlinear and sublinear summation of both spatially and temporally separated EPSPs. The synapse circuit models include neurotransmitter action, reuptake and membrane potentials. The output of the circuit is a combined Excitatory Post Synaptic Potential (EPSP). The circuit is simulated using carbon nanotube SPICE models. Variations of this design can be implemented to create a variety of dendritic computational subunits.
  • Keywords
    SPICE; carbon nanotubes; nanotube devices; neural chips; biological synapses; carbon nanotube SPICE models; carbon nanotube implementation; dendritic computational subunits; dendritic tree; excitatory post synaptic potentials; membrane potentials; neural dendritic computational circuit design; neurotransmitter action; spatial dendritic computation; synapse circuit models; temporal dendritic computation; Biological system modeling; Biology computing; Brain modeling; Carbon nanotubes; Circuit simulation; Computational modeling; Immune system; Neurons; Neurotransmitters; SPICE;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2008. MWSCAS 2008. 51st Midwest Symposium on
  • Conference_Location
    Knoxville, TN
  • ISSN
    1548-3746
  • Print_ISBN
    978-1-4244-2166-4
  • Electronic_ISBN
    1548-3746
  • Type

    conf

  • DOI
    10.1109/MWSCAS.2008.4616925
  • Filename
    4616925