Optimizing and reducing stochastic resonance by noise color in globally coupled bistable systems
Fuente:
arXiv
Salvato in:
| Autori principali: | , , , |
|---|---|
| Natura: | Preprint |
| Pubblicazione: |
2025
|
| Soggetti: | |
| Accesso online: | |
| Tags: |
Aggiungi Tag
Nessun Tag, puoi essere il primo ad aggiungerne!!
|
| _version_ | 1866929734007390208 |
|---|---|
| author | Liu, Cong Song, Xin-Ze Wu, Zhi-Xi Yuan, Guo-Yong |
| author_facet | Liu, Cong Song, Xin-Ze Wu, Zhi-Xi Yuan, Guo-Yong |
| contents | We investigate the collective signal response of two typical nonlinear dynamical models, the mean-field coupled overdamped bistable oscillators and the underdamped Duffing oscillators, with respect to both the additive Ornstein-Uhlenbeck noise and the weak periodical stimulus. Based on the linear response theory, we theoretically derive the dependences of the ensemble signal response on the noise intensity and driving frequency of both systems. Furthermore, we theoretically demonstrate that the noise color monotonically weakens the strength of stochastic resonance in the overdamped situation, but nonmonotonically strengthens it in the underdamped counterpart. Such a result goes against the conventional wisdom that the color of the additive noise impairs the magnitude of stochastic resonance. Finally, we perform the numerical integration to verify our theoretical results and discuss potential connections with the functional significance of 1/f noise. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2502_19696 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Optimizing and reducing stochastic resonance by noise color in globally coupled bistable systems Liu, Cong Song, Xin-Ze Wu, Zhi-Xi Yuan, Guo-Yong Biological Physics Adaptation and Self-Organizing Systems We investigate the collective signal response of two typical nonlinear dynamical models, the mean-field coupled overdamped bistable oscillators and the underdamped Duffing oscillators, with respect to both the additive Ornstein-Uhlenbeck noise and the weak periodical stimulus. Based on the linear response theory, we theoretically derive the dependences of the ensemble signal response on the noise intensity and driving frequency of both systems. Furthermore, we theoretically demonstrate that the noise color monotonically weakens the strength of stochastic resonance in the overdamped situation, but nonmonotonically strengthens it in the underdamped counterpart. Such a result goes against the conventional wisdom that the color of the additive noise impairs the magnitude of stochastic resonance. Finally, we perform the numerical integration to verify our theoretical results and discuss potential connections with the functional significance of 1/f noise. |
| title | Optimizing and reducing stochastic resonance by noise color in globally coupled bistable systems |
| topic | Biological Physics Adaptation and Self-Organizing Systems |
| url | https://arxiv.org/abs/2502.19696 |