Presentation 2012-01-28
Formation of neuronal networks under artificial conditions and analysis of their network activity
Miho GOTO, Lui YOSHIDA, Atsushi SAITO, Aki SAITO, Yuzo TAKAYAMA, Hiroyuki MORIGUCHI, Kiyoshi KOTANI, Yasuhiko JIMBO,
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Abstract(in English) To analyze network dynamics, neuronal avalanche is a quite interesting phenomenon. Recently, it was reported that neuronal avalanches were power-law distributed in a slice cortex of a rat, which attracted attention because power-law behavior in neuronal avalanches is an important index representing a network criticality and its efficiency of information transition. In this study, we focused on early stage of network growth and observe avalanche phenomena during their development. Power-law behavior in neuronal avalanches was observed at a matured stage as reported in previous research. However, in early stage, the size distribution of avalanches did not follow power law, indicating that there was the transient period moving on to the critical point.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Neuronal Network / Neuronal Avalanche / Power Law
Paper # MBE2011-103
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Committee MBE
Conference Date 2012/1/20(1days)
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Registration To ME and Bio Cybernetics (MBE)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Formation of neuronal networks under artificial conditions and analysis of their network activity
Sub Title (in English)
Keyword(1) Neuronal Network
Keyword(2) Neuronal Avalanche
Keyword(3) Power Law
1st Author's Name Miho GOTO
1st Author's Affiliation Graduate School of Frontier Sciences, The University of Tokyo()
2nd Author's Name Lui YOSHIDA
2nd Author's Affiliation Graduate School of Frontier Sciences, The University of Tokyo
3rd Author's Name Atsushi SAITO
3rd Author's Affiliation Graduate School of Frontier Sciences, The University of Tokyo
4th Author's Name Aki SAITO
4th Author's Affiliation Graduate School of Frontier Sciences, The University of Tokyo
5th Author's Name Yuzo TAKAYAMA
5th Author's Affiliation Graduate School of Information Science and Technology, The University of Tokyo
6th Author's Name Hiroyuki MORIGUCHI
6th Author's Affiliation Graduate School of Frontier Sciences, The University of Tokyo
7th Author's Name Kiyoshi KOTANI
7th Author's Affiliation Graduate School of Frontier Sciences, The University of Tokyo
8th Author's Name Yasuhiko JIMBO
8th Author's Affiliation Graduate School of Frontier Sciences, The University of Tokyo
Date 2012-01-28
Paper # MBE2011-103
Volume (vol) vol.111
Number (no) 423
Page pp.pp.-
#Pages 5
Date of Issue