DocumentCode :
2093753
Title :
Effects of rates of spontaneous synaptic vesicle secretions in inner hair cells on information transmission in an auditory nerve fiber model
Author :
Kumsa, P. ; Mino, H.
Author_Institution :
Grad. Sch. of Eng., Kanto Gakuin Univ., Yokohama, Japan
fYear :
2012
fDate :
Aug. 28 2012-Sept. 1 2012
Firstpage :
2993
Lastpage :
2996
Abstract :
In this article, we investigate how the rates of spontaneous synaptic vesicle secretions affect information transmission of the spike trains in response to the inner hair cell (IHC) synaptic currents in an auditory nerve fiber (ANF) model through computer simulations. The IHC synaptic currents were modeled by a filtered inhomogeneous Poisson process modulated with sinusoidal functions, while the stochastic ion channel model was incorporated into each node of Ranvier in the ANF model with spiral ganglion. The information rates were estimated from the entropies of the inter-spike intervals of the spike trains to evaluate information transmission in the ANF model. The results show that the information rates increased, reached a maximum, and then decreased as the rate of spontaneous secretion increased, implying a resonance phenomenon dependent on the rate of spontaneous IHC synaptic secretions. In conclusion, this phenomenon similar to the regular stochastic resonance may be observed due to that spontaneous IHC synaptic secretions may act as an origin of fluctuation or noise, and these findings may play a key role in the design of better auditory prostheses.
Keywords :
cellular biophysics; hearing; physiological models; prosthetics; IHC synaptic currents were; Ranvier; auditory nerve fiber model; auditory prostheses; computer simulations; information transmission; inhomogeneous Poisson process; inner hair cells; resonance phenomenon; sinusoidal functions; spike trains; spiral ganglion; spontaneous synaptic vesicle secretions; stochastic ion channel model; Computational modeling; Computer simulation; Hair; Histograms; Information rates; Nonhomogeneous media; Stochastic processes; Auditory Nerve Fiber Model; Inhomogeneous Poisson process; Inner Hair Cell Synapse; Neural Spike Trains; Stochastic Hodgkin-Huxley Model; Stochastic Resonance; Algorithms; Cochlear Nerve; Hair Cells, Auditory, Inner; Humans; Synaptic Transmission; Synaptic Vesicles;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
ISSN :
1557-170X
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/EMBC.2012.6346593
Filename :
6346593
Link To Document :
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