• DocumentCode
    671734
  • Title

    A CMOS neuromorphic approach to emulate neuro-astrocyte interactions

  • Author

    Irizarry-Valle, Yilda ; Parker, Alice C. ; Joshi, Jyoti

  • Author_Institution
    Ming Hsieh Dept. of Electr. Eng., Univ. of Southern California, Los Angeles, CA, USA
  • fYear
    2013
  • fDate
    4-9 Aug. 2013
  • Firstpage
    1
  • Lastpage
    7
  • Abstract
    A CMOS neuromorphic circuit is proposed with two main features. First, we emulate the uptake of neurotransmitters by astrocytes, a type of glial cell, that plays an active role in the coordination of information between neurons. Second, we propose a synapse inactivation mechanism, which prevents the saturation of postsynaptic neurons in the absence of an astrocytic process. We show the influence of both mechanisms on the firing of a small network of neurons interacting with an astrocyte. We also incorporate the release of gliotransmitters by the astrocytic microdomain into this network according to the activities of neighbor synapses. This work contribute to better understanding the importance of astrocytes in neuro-glia interactions, and illustrates the active role astrocytes play.
  • Keywords
    CMOS integrated circuits; neural nets; CMOS neuromorphic circuit approach; astrocytic microdomain; gliotransmitters; neuro-astrocyte interactions; neuro-glia interactions; postsynaptic neurons; synapse inactivation mechanism; Delays; Electric potential; Neuromorphics; Neurons; Neurotransmitters; Threshold voltage; Transistors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks (IJCNN), The 2013 International Joint Conference on
  • Conference_Location
    Dallas, TX
  • ISSN
    2161-4393
  • Print_ISBN
    978-1-4673-6128-6
  • Type

    conf

  • DOI
    10.1109/IJCNN.2013.6707076
  • Filename
    6707076