Presentation 2007-03-05
Characteristics of a Burst-Firing Neuron Model with a Concept of Potential
Koji NAKAJIMA, Shinya SUENAGA,
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Abstract(in English) We present various bursting wave forms which are obtained from a neuron model based-on the concept of negative resistance and potential. The network with the neuron models might be able to solve combinatorial optimization problems because of the energy function obtained from the model. We also discuss the relations between the model and the Hodgkin-Huxley equations.
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Keyword(in English) Neural Network / Negative Registance / Potential / Optimization Problems / Hodgkin-Huxley Eqs.
Paper # NLP2006-152
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Conference Information
Committee NLP
Conference Date 2007/2/26(1days)
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Paper Information
Registration To Nonlinear Problems (NLP)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Characteristics of a Burst-Firing Neuron Model with a Concept of Potential
Sub Title (in English)
Keyword(1) Neural Network
Keyword(2) Negative Registance
Keyword(3) Potential
Keyword(4) Optimization Problems
Keyword(5) Hodgkin-Huxley Eqs.
1st Author's Name Koji NAKAJIMA
1st Author's Affiliation Research Institute of Electrical Communication Tohoku University()
2nd Author's Name Shinya SUENAGA
2nd Author's Affiliation Research Institute of Electrical Communication Tohoku University
Date 2007-03-05
Paper # NLP2006-152
Volume (vol) vol.106
Number (no) 573
Page pp.pp.-
#Pages 6
Date of Issue