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
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;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
1-4244-0727-3
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2007.367017