Adaptive coupling between neurons widens the entrainment range of the suprachiasmatic nucleus

In many realistic systems, such as neural networks in the brain, the coupling strength between neurons is not fixed, but adaptively adjusts according to their activities. The suprachiasmatic nucleus (SCN), as the main clock in the mammalian brain, has been found to be a plastic neural network, and the coupling strength between neurons is highly dynamical. An important function of the SCN is entrainment, reflecting the ability of the SCN to synchronize with the external light-dark cycle. The entrainment ability is reflected by the entrainment range, which is a period range for the external light-dark cycle to which the SCN can entrain. In this article, we investigated whether the entrainment range of the SCN is affected by the adaptive coupling. We use a modified Kuramoto model with external light-dark cycle. We found that when the light sensitivity is larger than the fixed coupling strength (the coupling strength without adaptive rules), adaptive coupling can widen the entrainment range. Our findings help to understand the impact of the adaptive coupling between oscillatorty neurons on the collective behavior of the SCN, and provides a possible explanation for the plasticity of coupling in the master clock network.

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Publication Details

Journal
Physical review. E
Published
2024-09-23
DOI
https://doi.org/10.1103/physreve.110.034212
Citations
3
Primary Topic
Neural dynamics and brain function
Type
article
Field-Weighted Citation Impact
1.03

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article

Adaptive coupling between neurons widens the entrainment range of the suprachiasmatic nucleus

Wenxin Zheng, Huijie Yang, Jos H. T. Rohling, Changgui Gu et al.
3 citations
Physical review. E
Neural dynamics and brain function
1.03
article

Adaptive coupling between neurons widens the entrainment range of the suprachiasmatic nucleus

Wenxin Zheng, Huijie Yang, Jos H. T. Rohling, Changgui Gu, Haiying Wang
article en
3 citations

Abstract

In many realistic systems, such as neural networks in the brain, the coupling strength between neurons is not fixed, but adaptively adjusts according to their activities. The suprachiasmatic nucleus (SCN), as the main clock in the mammalian brain, has been found to be a plastic neural network, and the coupling strength between neurons is highly dynamical. An important function of the SCN is entrainment, reflecting the ability of the SCN to synchronize with the external light-dark cycle. The entrainment ability is reflected by the entrainment range, which is a period range for the external light-dark cycle to which the SCN can entrain. In this article, we investigated whether the entrainment range of the SCN is affected by the adaptive coupling. We use a modified Kuramoto model with external light-dark cycle. We found that when the light sensitivity is larger than the fixed coupling strength (the coupling strength without adaptive rules), adaptive coupling can widen the entrainment range. Our findings help to understand the impact of the adaptive coupling between oscillatorty neurons on the collective behavior of the SCN, and provides a possible explanation for the plasticity of coupling in the master clock network.

Physical review. EVol. 110(3)
University of Shanghai for Science and Technology (CN), Leiden University Medical Center (NL)
National Natural Science Foundation of China
Zero hunger
Openalex Percentile: Top 24%
Neural dynamics and brain function
1.03
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Adaptive coupling between neurons widens the entrainment range of the suprachiasmatic nucleus — Wenxin Zheng, Huijie Yang, et al. · Physical review. E (2024) | TGRS Research Map | TGRS