Spatiotemporal Patterns Induced by Memory Delay and Nonlocal Perception

In this paper, we are concerned with the spatiotemporal dynamics of the memory-based diffusion with nonlocal perception. The influence of memory-induced diffusion coefficient, perception strength, memory delay and perception scale on the stability of the positive constant steady-state is thoroughly investigated. Our research uncovers a wide array of dynamical behaviors that arise from the combined effects of nonlocal perception and memory. Specifically, under the conditions where memory-induced diffusion prevails, the constant steady-state remains unstable and is unaffected by the strength of perception, the extent of the perceptual scale, and the memory delay. Conversely, when the magnitude of memory-induced diffusion falls below a critical threshold, meaning that nonlocal perception assumes dominance, a greater perception scale can maintain the constant steady-state to be locally asymptotically stable. However, a reduced perception scale, in conjunction with the memory delay, can trigger a variety of complex dynamics, such as Turing, Hopf, Turing–Hopf, and double Hopf bifurcations.

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Publication Details

Journal
International Journal of Bifurcation and Chaos
Published
2026-01-03
DOI
https://doi.org/10.1142/s0218127426500525
Primary Topic
Chaos control and synchronization
Type
article
Field-Weighted Citation Impact
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article

Spatiotemporal Patterns Induced by Memory Delay and Nonlocal Perception

Yongli Song, Yujia Wang
International Journal of Bifurcation and Chaos
Chaos control and synchronization
article

Spatiotemporal Patterns Induced by Memory Delay and Nonlocal Perception

Yongli Song, Yujia Wang
article en

Abstract

In this paper, we are concerned with the spatiotemporal dynamics of the memory-based diffusion with nonlocal perception. The influence of memory-induced diffusion coefficient, perception strength, memory delay and perception scale on the stability of the positive constant steady-state is thoroughly investigated. Our research uncovers a wide array of dynamical behaviors that arise from the combined effects of nonlocal perception and memory. Specifically, under the conditions where memory-induced diffusion prevails, the constant steady-state remains unstable and is unaffected by the strength of perception, the extent of the perceptual scale, and the memory delay. Conversely, when the magnitude of memory-induced diffusion falls below a critical threshold, meaning that nonlocal perception assumes dominance, a greater perception scale can maintain the constant steady-state to be locally asymptotically stable. However, a reduced perception scale, in conjunction with the memory delay, can trigger a variety of complex dynamics, such as Turing, Hopf, Turing–Hopf, and double Hopf bifurcations.

International Journal of Bifurcation and ChaosVol. 36(05)
Central South University (CN), Hangzhou Normal University (CN)
Reduced inequalities
Openalex Percentile: Top 96%
Chaos control and synchronization
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Spatiotemporal Patterns Induced by Memory Delay and Nonlocal Perception — Yongli Song, Yujia Wang · International Journal of Bifurcation and Chaos (2026) | TGRS Research Map | TGRS