DocumentCode
2709209
Title
The renormalization of neuronal dynamics can enhance temporal synchronization among synaptically coupled neurons
Author
Jibril, Ghassan Omar ; Güler, Mariti
Author_Institution
Dept. of Comput. Eng., Eastern Mediterranean Univ., Mersin, Turkey
fYear
2009
fDate
14-19 June 2009
Firstpage
1433
Lastpage
1438
Abstract
Led by the presence of a multiple number of gates in an ion channel, it was recently predicted that the equations of motion for the neuronal dynamics acquire some renormalization terms which play a significant role in the dynamics for smaller membrane sizes [1]. In this study, we consider the resultant computational neuron model of the above approach, and investigate numerically how the renormalization corrections affect the temporal synchronization of the respective discharges of such electrically coupled two neurons. A major finding is that the presence of the renormalization terms can lead to faster synchronization.
Keywords
neural nets; ion channel; neuronal dynamics; renormalization; synaptically coupled neurons; temporal synchronization; Biomembranes; Couplings; Equations; Fluctuations; Neural networks; Neurons; Oscillators; Stochastic resonance; Voltage; Working environment noise;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2009. IJCNN 2009. International Joint Conference on
Conference_Location
Atlanta, GA
ISSN
1098-7576
Print_ISBN
978-1-4244-3548-7
Electronic_ISBN
1098-7576
Type
conf
DOI
10.1109/IJCNN.2009.5178766
Filename
5178766
Link To Document