• DocumentCode
    303359
  • Title

    Neural information processing using network-in-a-field

  • Author

    Liang, Ping

  • Author_Institution
    Coll. of Eng., California Univ., Riverside, CA, USA
  • Volume
    2
  • fYear
    1996
  • fDate
    3-6 Jun 1996
  • Firstpage
    1233
  • Abstract
    This paper presents a new model for neurocomputation which is a synaptic network functioning in a self-organizing diffusion neurotransmission field. The field models diffusion of neuroactive substances in extracellular space and the extraneuronal communication pathways supported by networks of glial cells such as astrocytes. This model promises to capture more organizational principles of the brain than current neural network models since the brain is essentially a synaptically coupled network of neurons functioning in a field of diffusive neuroactive substances
  • Keywords
    brain models; diffusion; self-organising feature maps; astrocytes; brain; extracellular space; extraneuronal communication pathways; glial cells; network-in-a-field; neural information processing; neuroactive substances; neurocomputation; organizational principles; self-organizing diffusion neurotransmission field; synaptic network; Assembly; Biological neural networks; Biomembranes; Brain modeling; Computational modeling; Extracellular; Information processing; Neurons; Neurotransmitters; Organizing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 1996., IEEE International Conference on
  • Conference_Location
    Washington, DC
  • Print_ISBN
    0-7803-3210-5
  • Type

    conf

  • DOI
    10.1109/ICNN.1996.549074
  • Filename
    549074