Auditory steady-state response and gamma oscillations in an excitatory-inhibitory balanced neuronal network

This study introduces a novel auditory neuronal network model that integrates speech signal input, cochlear processing, and a cortical excitatory-inhibitory (E-I) balanced network. Our findings reveal that increasing noise intensity attenuates the auditory steady-state responses in gamma oscillations, a mechanism validated by public EEG data. Moreover, enhancing the brain's E-I balance significantly improves auditory attention during speech recognition. This work not only elucidates the neural basis of selective attention in noisy environments but also offers a promising therapeutic strategy for auditory attention disorders, marking a significant advancement in the field of computational neuroscience and auditory processing.

Publication Details

Journal
arXiv (Cornell University)
Published
2025-04-06
Primary Topic
Neural dynamics and brain function
Type
article
Field-Weighted Citation Impact
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article

Auditory steady-state response and gamma oscillations in an excitatory-inhibitory balanced neuronal network

arXiv (Cornell University)
Neural dynamics and brain function
article

Auditory steady-state response and gamma oscillations in an excitatory-inhibitory balanced neuronal network

article en

Abstract

This study introduces a novel auditory neuronal network model that integrates speech signal input, cochlear processing, and a cortical excitatory-inhibitory (E-I) balanced network. Our findings reveal that increasing noise intensity attenuates the auditory steady-state responses in gamma oscillations, a mechanism validated by public EEG data. Moreover, enhancing the brain's E-I balance significantly improves auditory attention during speech recognition. This work not only elucidates the neural basis of selective attention in noisy environments but also offers a promising therapeutic strategy for auditory attention disorders, marking a significant advancement in the field of computational neuroscience and auditory processing.

arXiv (Cornell University)
Openalex Percentile: Top 47%
Neural dynamics and brain function
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Auditory steady-state response and gamma oscillations in an excitatory-inhibitory balanced neuronal network · arXiv (Cornell University) (2025) | TGRS Research Map | TGRS