• DocumentCode
    328205
  • Title

    Simulation study on hierarchical information processing on the active neuronal dendrites

  • Author

    Katayama, Norihiro ; Nakao, Mitsuyuki ; Mizutani, Yoshinari ; Yamamoto, Mitsuaki

  • Author_Institution
    Dept. of Syst. Inf. Sci., Tohoku Univ., Sendai, Japan
  • Volume
    1
  • fYear
    1993
  • fDate
    25-29 Oct. 1993
  • Firstpage
    123
  • Abstract
    Dynamics of a pyramidal neuron in hippocampus (CA3 neuron) is modeled in a discrete form based on physiological findings, which is known to involve dendritic calcium-activated dynamics. Responses of the CA3 neuron model to excitatory stimulus on the apical dendrites is studied under the varied somatic inhibition. Computer simulations show the following phenomena: the CA3 neuron model behaves in the spatially cooperative manner under the weak somatic inhibition. On the other hand, when the somatic inhibition is strong, dendritic activities are forced to be localized. These results suggest that proximal dendrite branches could control the dendritic interaction among more distalones. Highly organized neuronal information processing might be possible by the cooperation of the hierarchically interacting dendrite system and the distribution pattern of synapses on it.
  • Keywords
    bioelectric phenomena; bioelectric potentials; biology computing; brain models; neurophysiology; signal processing; CA3 neuron model; active neuronal dendrites; apical dendrites; computer simulations; dendritic calcium-activated dynamics; excitatory stimulus; hierarchical information processing; hippocampus; proximal dendrite branches; pyramidal neuron; somatic inhibition; Biological neural networks; Biomembranes; Central nervous system; Computer simulation; Equations; Hippocampus; Information processing; Information science; Neurons; Neurophysiology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 1993. IJCNN '93-Nagoya. Proceedings of 1993 International Joint Conference on
  • Print_ISBN
    0-7803-1421-2
  • Type

    conf

  • DOI
    10.1109/IJCNN.1993.713875
  • Filename
    713875