Various coherence resonances and fast-slow dynamics of bursting/spiking patterns in auditory hair bundles

The ability to perceive a specific sound from complex background noise in auditory system is termed the cocktail party problem, with the mechanism remaining not fully clear. The problem may be related to the exogenous noise-induced stochastic oscillations of hair bundle in the auditory hair cell, which is the initial stage of auditory perception. In the present paper, different coherence resonances (CRs) evoked from different deterministic oscillations of hair bundle are identified. Firstly, transitions between different oscillations modulated by calcium, i.e., from high resting state, to bursting, to chaos, to spiking, and to low resting state, are reproduced in a parameter plane. Secondly, different oscillations are distinguished with codimension-1 and -2 bifurcations of fast subsystem, acquired with fast-slow analysis. Notably, the bursting exhibits novel dynamics, running around saddle and unstable limit cycle originating from Hopf bifurcation instead of around the well-known stable limit cycle. Finally, the exogenous noise induces different CRs from the different oscillations. With increasing noise intensity, anti-CR and CR appears for bursting, double CRs at low and high frequencies for chaos, CR for low and high quiescent states, and Non-CR for spiking. Various CRs arise from stochastic shifts between distinct behaviors around bifurcations of fast subsystem. The double CRs and the transition from anti-CR to CR extend the conditions and manifestations of CR, and suggest the frequency and intensity detection of auditory system. The complex dynamics offer a potential peripheral mechanism for the cocktail party problem, which aids in modulations of hearing function and bionic auditory technologies. • Bifurcations of various bursting/spiking and chaos are reproduced in a model of hair bundle. • Different codimension-1 and -2 bifurcations underlying different oscillations are acquired. • Various coherence resonances (CRs) are evoked from different oscillations by exogenous noise. • CRs are explained with stochastic transitions between different behaviors related to bifurcations. • Various CRs provide a potential mechanism for cocktail party problem of auditory system.

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Publication Details

Journal
Chaos Solitons & Fractals
Published
2025-08-05
DOI
https://doi.org/10.1016/j.chaos.2025.116963
Citations
1
Primary Topic
stochastic dynamics and bifurcation
Type
article
Field-Weighted Citation Impact
1.32

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article

Various coherence resonances and fast-slow dynamics of bursting/spiking patterns in auditory hair bundles

Zhiguo Zhao, Huaguang Gu, Ben Cao
1 citations
Chaos Solitons & Fractals
stochastic dynamics and bifurcation
1.32
article

Various coherence resonances and fast-slow dynamics of bursting/spiking patterns in auditory hair bundles

Zhiguo Zhao, Huaguang Gu, Ben Cao
article en
1 citations

Abstract

The ability to perceive a specific sound from complex background noise in auditory system is termed the cocktail party problem, with the mechanism remaining not fully clear. The problem may be related to the exogenous noise-induced stochastic oscillations of hair bundle in the auditory hair cell, which is the initial stage of auditory perception. In the present paper, different coherence resonances (CRs) evoked from different deterministic oscillations of hair bundle are identified. Firstly, transitions between different oscillations modulated by calcium, i.e., from high resting state, to bursting, to chaos, to spiking, and to low resting state, are reproduced in a parameter plane. Secondly, different oscillations are distinguished with codimension-1 and -2 bifurcations of fast subsystem, acquired with fast-slow analysis. Notably, the bursting exhibits novel dynamics, running around saddle and unstable limit cycle originating from Hopf bifurcation instead of around the well-known stable limit cycle. Finally, the exogenous noise induces different CRs from the different oscillations. With increasing noise intensity, anti-CR and CR appears for bursting, double CRs at low and high frequencies for chaos, CR for low and high quiescent states, and Non-CR for spiking. Various CRs arise from stochastic shifts between distinct behaviors around bifurcations of fast subsystem. The double CRs and the transition from anti-CR to CR extend the conditions and manifestations of CR, and suggest the frequency and intensity detection of auditory system. The complex dynamics offer a potential peripheral mechanism for the cocktail party problem, which aids in modulations of hearing function and bionic auditory technologies. • Bifurcations of various bursting/spiking and chaos are reproduced in a model of hair bundle. • Different codimension-1 and -2 bifurcations underlying different oscillations are acquired. • Various coherence resonances (CRs) are evoked from different oscillations by exogenous noise. • CRs are explained with stochastic transitions between different behaviors related to bifurcations. • Various CRs provide a potential mechanism for cocktail party problem of auditory system.

Chaos Solitons & FractalsVol. 200
Tongji University (CN), Nanjing University of Information Science and Technology (CN), Henan Institute of Technology (CN)
National Natural Science Foundation of China, Natural Science Foundation of Henan Province, Startup Foundation for Introducing Talent of Nanjing University of Information Science and Technology, Science and Technology Innovation Talents in Universities of Henan Province
Openalex Percentile: Top 17%
stochastic dynamics and bifurcation
1.32
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