DocumentCode
2703447
Title
A Duplex Theory of Spike Coding in the Early Stages of the Auditory System
Author
Uysal, Ismail ; Sathyendra, Harsha ; Harris, John G.
Author_Institution
Lab. of Comput. NeuroEng., Florida Univ., Gainesville, FL
Volume
4
fYear
2007
fDate
15-20 April 2007
Abstract
We propose a duplex theory of spike coding in the early stages of the auditory system based on the intensity and noise levels of the acoustic stimuli. According to this concept, at low intensity levels, where auditory nerve firings cannot generate a high enough synchrony among neuron ensembles, rate coding is more likely favored against phase-locking via synchrony coding. To the contrary, at conversational intensity levels, phase synchrony coding is preferred due to its superior and highly noise robust performance. The theory is supported by both evidence from biology, as well as from experimental simulations using biologically plausible models of the entire processing chain from spike generation to recognition
Keywords
hearing; speech coding; speech recognition; acoustic stimuli; auditory system; biologically plausible models; conversational intensity levels; duplex theory; phase synchrony coding; spike coding; spike generation; Acoustic noise; Auditory system; Filter bank; Frequency synchronization; Nerve fibers; Neural microtechnology; Noise level; Noise robustness; Speech recognition; Supervised learning; Spike coding; audition; phase synchrony; psychoacoustics; speech perception;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location
Honolulu, HI
ISSN
1520-6149
Print_ISBN
1-4244-0727-3
Electronic_ISBN
1520-6149
Type
conf
DOI
10.1109/ICASSP.2007.367017
Filename
4218205
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