DocumentCode :
636753
Title :
Effects of the rates of pseudo-spontaneous spikes generated by electric stimuli 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 :
2013
fDate :
3-7 July 2013
Firstpage :
5246
Lastpage :
5249
Abstract :
In this study, the effects of the rate of pseudo-spontaneous spikes on information transmission of the spike trains in response to the electric pulsatile stimulus currents in an auditory nerve fiber (ANF) model is investigated through computer simulation. The pseudo-spontaneous spikes can be generated by high rate pulsatile electric stimuli, making it possible to efficiently encode sound stimuli into the spike trains of the ANF in cochlear prostheses. In this investigation, the information rate of the spike trains in response to sinusoidally modulated pulsatile electric stimuli was estimated as the amplitude of the pulsatile electric stimuli (the rate of pseudo-spontaneous spikes) was varied. The results show that the information rates increased, reached a maximum, and then decreased, in several different values of modulation depth, as the rate of pseudo-spontaneous spikes increased. This may imply a resonance phenomenon dependent on the rate of pseudo-spontaneous spikes generated by electric stimuli in the ANF model. These findings may play a key role in the design of better cochlear prostheses.
Keywords :
bioelectric phenomena; cochlear implants; neurophysiology; physiological models; ANF model; auditory nerve fiber model; cochlear prostheses; computer simulation; electric pulsatile stimulus currents; high rate pulsatile electric stimuli; information rates; information transmission; pseudospontaneous spike rate effects; resonance phenomenon; sound stimuli; Computational modeling; Electric potential; Encoding; Frequency modulation; Histograms; Information processing; Information rates; Auditory Nerve Fiber Model; Cochlear Prostheses; Neural Spike Trains; Pseudo-spontaneous Spikes; Stochastic Hodgkin- Huxley Model; Stochastic Resonance;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
Conference_Location :
Osaka
ISSN :
1557-170X
Type :
conf
DOI :
10.1109/EMBC.2013.6610732
Filename :
6610732
Link To Document :
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