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动物群体运动模型中的抗噪声同步与集体节律转换

Noise resistant synchronization and collective rhythm switching in a model of animal group locomotion.

作者信息

Doering Grant Navid, Drawert Brian, Lee Carmen, Pruitt Jonathan N, Petzold Linda R, Dalnoki-Veress Kari

机构信息

Department of Psychology, Neuroscience and Behaviour, McMaster University, Hamilton, Ontario, Canada L8S 4K1.

National Environmental Modeling and Analysis Center, University of North Carolina at Asheville, Asheville, NC 28804, USA.

出版信息

R Soc Open Sci. 2022 Mar 9;9(3):211908. doi: 10.1098/rsos.211908. eCollection 2022 Mar.

Abstract

Biology is suffused with rhythmic behaviour, and interacting biological oscillators often synchronize their rhythms with one another. Colonies of some ant species are able to synchronize their activity to fall into coherent bursts, but models of this phenomenon have neglected the potential effects of intrinsic noise and interspecific differences in individual-level behaviour. We investigated the individual and collective activity patterns of two ant species. We show that in one species ( sp. W), ants converge onto rhythmic cycles of synchronized collective activity with a period of about 20 min. A second species () exhibits more complex collective dynamics, where dominant collective cycle periods range from 16 min to 2.8 h. Recordings that last 35 h reveal that, in both species, the same colony can exhibit multiple oscillation frequencies. We observe that workers of both species can be stimulated by nest-mates to become active after a refractory resting period, but the durations of refractory periods differ between the species and can be highly variable. We model the emergence of synchronized rhythms using an agent-based model informed by our empirical data. This simple model successfully generates synchronized group oscillations despite the addition of noise to ants' refractory periods. We also find that adding noise reduces the likelihood that the model will spontaneously switch between distinct collective cycle frequencies.

摘要

生物学中充满了节律行为,相互作用的生物振荡器常常使它们的节律彼此同步。一些蚂蚁种类的蚁群能够使它们的活动同步,从而形成连贯的爆发,但这种现象的模型忽略了内在噪声和个体行为种间差异的潜在影响。我们研究了两种蚂蚁的个体和集体活动模式。我们发现,在一种蚂蚁(W种)中,蚂蚁会汇聚到同步集体活动的节律周期上,周期约为20分钟。第二种蚂蚁(另一种)表现出更复杂的集体动态,其中主导集体周期从1小时16分钟到2.8小时不等。持续35小时的记录显示,在这两种蚂蚁中,同一个蚁群都能表现出多种振荡频率。我们观察到,两种蚂蚁的工蚁在一段不应期的静止期后,都能被巢伴刺激而变得活跃,但不应期的时长在两种蚂蚁之间有所不同,且可能高度可变。我们使用基于经验数据的基于主体的模型来模拟同步节律的出现。这个简单的模型成功地产生了同步的群体振荡,尽管给蚂蚁的不应期添加了噪声。我们还发现,添加噪声降低了模型在不同集体周期频率之间自发切换的可能性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8b48/8905150/36d3ca50f522/rsos211908f01.jpg

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