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The mechanism for stochastic resonance enhancement of mammalian auditory information processing

BACKGROUND: In a mammalian auditory system, when intrinsic noise is added to a subthreshold signal, not only can the resulting noisy signal be detected, but also the information carried by the signal can be completely recovered. Such a phenomenon is called stochastic resonance (SR). Current analysis...

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Detalles Bibliográficos
Autores principales: Hong, Dawei, Martin, Joseph V, Saidel, William M
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2006
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1698913/
https://www.ncbi.nlm.nih.gov/pubmed/17140437
http://dx.doi.org/10.1186/1742-4682-3-39
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author Hong, Dawei
Martin, Joseph V
Saidel, William M
author_facet Hong, Dawei
Martin, Joseph V
Saidel, William M
author_sort Hong, Dawei
collection PubMed
description BACKGROUND: In a mammalian auditory system, when intrinsic noise is added to a subthreshold signal, not only can the resulting noisy signal be detected, but also the information carried by the signal can be completely recovered. Such a phenomenon is called stochastic resonance (SR). Current analysis of SR commonly employs the energies of the subthreshold signal and intrinsic noise. However, it is difficult to explain SR when the energy addition of the signal and noise is not enough to lift the subthreshold signal over the threshold. Therefore, information modulation has been hypothesized to play a role in some forms of SR in sensory systems. Information modulation, however, seems an unlikely mechanism for mammalian audition, since it requires significant a priori knowledge of the characteristics of the signal. RESULTS: We propose that the analysis of SR cannot rely solely on the energies of a subthreshold signal and intrinsic noise or on information modulation. We note that a mammalian auditory system expends energy in the processing of a noisy signal. A part of the expended energy may therefore deposit into the recovered signal, lifting it over threshold. We propose a model that in a rigorous mathematical manner expresses this new theoretical viewpoint on SR in the mammalian auditory system and provide a physiological rationale for the model. CONCLUSION: Our result indicates that the mammalian auditory system may be more active than previously described in the literature. As previously recognized, when intrinsic noise is used to generate a noisy signal, the energy carried by the noise is added to the original subthreshold signal. Furthermore, our model predicts that the system itself should deposit additional energy into the recovered signal. The additional energy is used in the processing of the noisy signal to recover the original subthreshold signal.
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spelling pubmed-16989132006-12-19 The mechanism for stochastic resonance enhancement of mammalian auditory information processing Hong, Dawei Martin, Joseph V Saidel, William M Theor Biol Med Model Research BACKGROUND: In a mammalian auditory system, when intrinsic noise is added to a subthreshold signal, not only can the resulting noisy signal be detected, but also the information carried by the signal can be completely recovered. Such a phenomenon is called stochastic resonance (SR). Current analysis of SR commonly employs the energies of the subthreshold signal and intrinsic noise. However, it is difficult to explain SR when the energy addition of the signal and noise is not enough to lift the subthreshold signal over the threshold. Therefore, information modulation has been hypothesized to play a role in some forms of SR in sensory systems. Information modulation, however, seems an unlikely mechanism for mammalian audition, since it requires significant a priori knowledge of the characteristics of the signal. RESULTS: We propose that the analysis of SR cannot rely solely on the energies of a subthreshold signal and intrinsic noise or on information modulation. We note that a mammalian auditory system expends energy in the processing of a noisy signal. A part of the expended energy may therefore deposit into the recovered signal, lifting it over threshold. We propose a model that in a rigorous mathematical manner expresses this new theoretical viewpoint on SR in the mammalian auditory system and provide a physiological rationale for the model. CONCLUSION: Our result indicates that the mammalian auditory system may be more active than previously described in the literature. As previously recognized, when intrinsic noise is used to generate a noisy signal, the energy carried by the noise is added to the original subthreshold signal. Furthermore, our model predicts that the system itself should deposit additional energy into the recovered signal. The additional energy is used in the processing of the noisy signal to recover the original subthreshold signal. BioMed Central 2006-12-01 /pmc/articles/PMC1698913/ /pubmed/17140437 http://dx.doi.org/10.1186/1742-4682-3-39 Text en Copyright © 2006 Hong et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research
Hong, Dawei
Martin, Joseph V
Saidel, William M
The mechanism for stochastic resonance enhancement of mammalian auditory information processing
title The mechanism for stochastic resonance enhancement of mammalian auditory information processing
title_full The mechanism for stochastic resonance enhancement of mammalian auditory information processing
title_fullStr The mechanism for stochastic resonance enhancement of mammalian auditory information processing
title_full_unstemmed The mechanism for stochastic resonance enhancement of mammalian auditory information processing
title_short The mechanism for stochastic resonance enhancement of mammalian auditory information processing
title_sort mechanism for stochastic resonance enhancement of mammalian auditory information processing
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1698913/
https://www.ncbi.nlm.nih.gov/pubmed/17140437
http://dx.doi.org/10.1186/1742-4682-3-39
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