Global bifurcation analysis of a pyramidal cell model of the primary visual cortex: Towards a construction of physiologically plausible model

Tatsuya Ishiki, Satoshi Tanaka, Makoto Osanai, Shinji Doi, Sadatoshi Kumagai, Tetsuya Yagi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

Many mathematical models of different neurons have been proposed so far, however, the way of modeling Ca2+ regulation mechanisms has not been established yet. Therefore, we try to construct a physiologically plausible model which contains many regulating systems of the intracellular Ca 2+, such as Ca2+ buffering, Na+/Ca2+ exchanger and Ca2+ pump current. In this paper, we seek the plausible values of parameters by analyzing the global bifurcation structure of our temporary model.

Original languageEnglish
Title of host publicationNeural Information Processing - 14th International Conference, ICONIP 2007, Revised Selected Papers
Pages7-17
Number of pages11
EditionPART 1
DOIs
Publication statusPublished - 2008 Oct 27
Event14th International Conference on Neural Information Processing, ICONIP 2007 - Kitakyushu, Japan
Duration: 2007 Nov 132007 Nov 16

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
NumberPART 1
Volume4984 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other14th International Conference on Neural Information Processing, ICONIP 2007
CountryJapan
CityKitakyushu
Period07/11/1307/11/16

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

Fingerprint Dive into the research topics of 'Global bifurcation analysis of a pyramidal cell model of the primary visual cortex: Towards a construction of physiologically plausible model'. Together they form a unique fingerprint.

  • Cite this

    Ishiki, T., Tanaka, S., Osanai, M., Doi, S., Kumagai, S., & Yagi, T. (2008). Global bifurcation analysis of a pyramidal cell model of the primary visual cortex: Towards a construction of physiologically plausible model. In Neural Information Processing - 14th International Conference, ICONIP 2007, Revised Selected Papers (PART 1 ed., pp. 7-17). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4984 LNCS, No. PART 1). https://doi.org/10.1007/978-3-540-69158-7_2