DocumentCode
681102
Title
Characteristic of signal response in coupled inferior olive neurons with Velarde-Llinás model
Author
Nobukawa, Sou ; Nishimura, Haruhiko
Author_Institution
Graduate School of Applied Informatics, University of Hyogo, Japan
fYear
2013
fDate
14-17 Sept. 2013
Firstpage
1367
Lastpage
1374
Abstract
In the cerebellum, the function for motor control is obtained in the cerebellar learning process, where the synaptic weights between the parallel fibers and the Purkinje cells are adjusted by long term depression (LTD) according to the error signal from inferior olive (IO) neurons. Schweighofer et al. have demonstrated that chaotic irregular firing can be produced by moderate electrical couplings in the IO network, and rich error signals for efficient cerebellar learning may be allowed by this chaotic effect in the computer simulation for their Hodgkin-Huxley type compartmental model. In this paper, focusing on chaotic behavior in the IO network consisting of Velarde-Llinás IO neuron model, we investigate the signal response in both cases of chaotic resonance (CR) and stochastic resonance (SR) under the conditions for real IO neuron, i.e., sustaining low firing frequency, asynchronous firing and sub-threshold oscillation. It is confirmed that CR can meet with these conditions, but cannot almost all SR.
Keywords
Assembly; Chaos; Couplings; Histograms; Lattices; Neurons; Oscillators; Chaotic Resonance; Inferior Olive Neuron; Neural System; Stochastic Resonance;
fLanguage
English
Publisher
ieee
Conference_Titel
SICE Annual Conference (SICE), 2013 Proceedings of
Conference_Location
Nagoya, Japan
Type
conf
Filename
6736270
Link To Document