DocumentCode :
579774
Title :
Firing Activity Induced by Nonidentical Signal Phases in Two Coupled Excitable Neurons
Author :
Liang, Xiaoming ; Zhao, Liang
Author_Institution :
Inst. of Math. & Comput. Sci., Univ. of Sao Paulo, Sao Carlos, Brazil
fYear :
2012
fDate :
20-25 Oct. 2012
Firstpage :
97
Lastpage :
101
Abstract :
In this paper, we study the firing activity of two coupled excitable neurons with sub threshold periodic signalsfootnote{A sub threshold signal means that the signal is too weak to make the neuron firing.}. Particularly, we find that the two coupled excitable neurons can generate spikes to the sub threshold signals with no identical signal phases, indicating that the nonidentical signal phases play an active role for enhancing neuronal response to weak signals. Moreover, we find that regular spikes can be generated by neurons if the level of nonidentical signal phases is at an intermediate value and thus resulting in a resonance-like phenomenon. Furthermore, under the influence of nonidentical signal phases, the regularity of the firing activity also exhibits a resonance-like dependency on the value of coupling coefficient. Finally, we give a explanation to analyze the mechanism of these two types of resonance behavior. We believe that the phenomena found in this paper will be useful for designing neural information processing systems.
Keywords :
neural nets; signal processing; coupled excitable neurons; coupling coefficient; firing activity regularity; neural information processing systems; neuronal response enhancement; nonidentical signal phases; resonance behavior; resonance-like dependency; resonance-like phenomenon; spike generation; subthreshold periodic signals; weak signals; Complex networks; Couplings; Neurons; Noise; Stochastic resonance; Trajectory; Excitable neurons; coupling coefficient; firing activity; nonidentical signal phases; subthreshold signal;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Neural Networks (SBRN), 2012 Brazilian Symposium on
Conference_Location :
Curitiba
ISSN :
1522-4899
Print_ISBN :
978-1-4673-2641-4
Type :
conf
DOI :
10.1109/SBRN.2012.18
Filename :
6374831
Link To Document :
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