DocumentCode
2869526
Title
Effects of autapse on the transmission of localized rhythmic activity in small-world neuronal networks
Author
Baysal, Veli ; Yilmaz, Ergin ; Ozer, Mahmut
Author_Institution
Biyomedikal Muhendisligi Bolumu, Bulent Ecevit Univ., Zonguldak, Turkey
fYear
2015
fDate
16-19 May 2015
Firstpage
1110
Lastpage
1113
Abstract
In this paper, the effects of autapse (a kind of synapse formed between the axon or soma of a neuron and its own dendrites) on the transmission of weak localized rhythmic activity are investigated depending on ion channel noise in a Newman-Watts small-word networks of stochastic Hodgkin-huxley neurons. In this study, we consider that only a neuron, called pacemaker, to which a weak periodic stimuli is injected has an autapse. Obtained results indicate that autapse with proper parameter values (delay time and coupling strength) prominently increases the transmission of weak localized rhythmic activity across the network as compared to the case in which pacemaker neuron does not have the autapse. Besides, we find that autapse can significantly enhances the transmission of weak local activity for different network topologies having different p values.
Keywords
circadian rhythms; neural nets; small-world networks; stochastic processes; Newman-Watts small-word networks; autapse; coupling strength; delay time; dendrites; ion channel noise; network topologies; neuron axon; neuron soma; p values; pacemaker neuron; parameter values; small-world neuronal networks; stochastic Hodgkin-huxley neurons; synapse; weak-localized rhythmic activity transmission; weak-periodic stimuli; Biological neural networks; Neurons; Pacemakers; Physics; Reactive power; Stochastic processes; Stochastic resonance; autapse; pacemaker; small-world network;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing and Communications Applications Conference (SIU), 2015 23th
Conference_Location
Malatya
Type
conf
DOI
10.1109/SIU.2015.7130029
Filename
7130029
Link To Document