Simulation study on hierarchical information processing on the active neuronal dendrites

Norihiro Katayama; Mitsuyuki Nakao; Yoshinari Mizutani; Mitsuaki Yamamoto

Simulation study on hierarchical information processing on the active neuronal dendrites

Norihiro Katayama, Mitsuyuki Nakao, Yoshinari Mizutani, Mitsuaki Yamamoto

Unprecedented-scale Data Analytics Center (UDAC)

Tohoku University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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 distal ones. 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.

Original language	English
Title of host publication	Proceedings of the International Joint Conference on Neural Networks
Publisher	Publ by IEEE
Pages	123-126
Number of pages	4
ISBN (Print)	0780314212, 9780780314214
Publication status	Published - 1993
Event	Proceedings of 1993 International Joint Conference on Neural Networks. Part 1 (of 3) - Nagoya, Jpn Duration: 1993 Oct 25 → 1993 Oct 29

Publication series

Name	Proceedings of the International Joint Conference on Neural Networks
Volume	1

Conference

Conference	Proceedings of 1993 International Joint Conference on Neural Networks. Part 1 (of 3)
City	Nagoya, Jpn
Period	93/10/25 → 93/10/29

Cite this

@inproceedings{d2362cb8cd3540ea9e1ab594a80709bf,

title = "Simulation study on hierarchical information processing on the active neuronal dendrites",

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 distal ones. 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.",

author = "Norihiro Katayama and Mitsuyuki Nakao and Yoshinari Mizutani and Mitsuaki Yamamoto",

year = "1993",

language = "English",

isbn = "0780314212",

series = "Proceedings of the International Joint Conference on Neural Networks",

publisher = "Publ by IEEE",

pages = "123--126",

booktitle = "Proceedings of the International Joint Conference on Neural Networks",

note = "Proceedings of 1993 International Joint Conference on Neural Networks. Part 1 (of 3) ; Conference date: 25-10-1993 Through 29-10-1993",

}

Katayama, N, Nakao, M, Mizutani, Y & Yamamoto, M 1993, Simulation study on hierarchical information processing on the active neuronal dendrites. in Proceedings of the International Joint Conference on Neural Networks. Proceedings of the International Joint Conference on Neural Networks, vol. 1, Publ by IEEE, pp. 123-126, Proceedings of 1993 International Joint Conference on Neural Networks. Part 1 (of 3), Nagoya, Jpn, 93/10/25.

Simulation study on hierarchical information processing on the active neuronal dendrites. / Katayama, Norihiro; Nakao, Mitsuyuki; Mizutani, Yoshinari et al.
Proceedings of the International Joint Conference on Neural Networks. Publ by IEEE, 1993. p. 123-126 (Proceedings of the International Joint Conference on Neural Networks; Vol. 1).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Simulation study on hierarchical information processing on the active neuronal dendrites

AU - Katayama, Norihiro

AU - Nakao, Mitsuyuki

AU - Mizutani, Yoshinari

AU - Yamamoto, Mitsuaki

PY - 1993

Y1 - 1993

N2 - 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 distal ones. 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.

AB - 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 distal ones. 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.

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M3 - Conference contribution

AN - SCOPUS:0027848467

SN - 0780314212

SN - 9780780314214

T3 - Proceedings of the International Joint Conference on Neural Networks

SP - 123

EP - 126

BT - Proceedings of the International Joint Conference on Neural Networks

PB - Publ by IEEE

T2 - Proceedings of 1993 International Joint Conference on Neural Networks. Part 1 (of 3)

Y2 - 25 October 1993 through 29 October 1993

ER -

Simulation study on hierarchical information processing on the active neuronal dendrites

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