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Effects of synapse location, delay and background stochastic activity on synchronising hippocampal CA1 neurons 突触位置、延迟和背景随机活动对海马 CA1 神经元同步化的影响
Q1 Mathematics Pub Date : 2024-11-04 DOI: 10.1016/j.csfx.2024.100122
Alessandro Fiasconaro , Michele Migliore
We study the synchronisation of neurons in a realistic model under the Hodgkin–Huxley dynamics. To focus on the role of the different locations of the excitatory synapses, we use two identical neurons where the set of input signals is grouped at two different distances from the soma. The system is intended to represent a CA1 hippocampal neuron in which the synapses arriving from the CA3 neurons of the trisynaptic pathway appear to be localised in the apical dendritic region and are, in principle, either proximal or distal to the soma. Synchronisation is studied using a specifically defined spiking correlation function as a function of various parameters such as the distance from the soma of one of the synaptic groups, the inhibition weight and the associated activation delay. We found that the neurons’ spiking activity depends nonmonotonically on the relative dendritic location of the synapses and their inhibition weight, while the synchronisation measure always decreases with inhibition, and strongly depends on its activation time delay. In our model, the synaptic random subthreshold background activity substantially reduces synchronisation in a monotonic way, while highlights the importance of a balanced E/I contribution for neuronal synchronisation.
我们研究了霍奇金-赫胥黎动力学下神经元同步的现实模型。为了重点研究兴奋性突触的不同位置所起的作用,我们使用了两个相同的神经元,在这两个神经元中,一组输入信号被集中在离神经元体两个不同距离的地方。该系统旨在代表一个 CA1 海马神经元,在该神经元中,从三突触通路的 CA3 神经元到达的突触似乎位于顶端树突区域,原则上,这些突触要么靠近神经元体,要么远离神经元体。我们使用一个特定定义的尖峰相关函数来研究同步性,该函数是各种参数的函数,如其中一个突触群与神经元体的距离、抑制权重和相关激活延迟。我们发现,神经元的尖峰活动非单调地依赖于突触的相对树突位置及其抑制权重,而同步度量总是随着抑制而降低,并强烈依赖于其激活时间延迟。在我们的模型中,突触随机阈下背景活动以单调的方式大大降低了同步性,同时突出了均衡的 E/I 贡献对神经元同步性的重要性。
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引用次数: 0
Solitary and traveling wave solutions to nematic liquid crystal equations using Jacobi elliptic functions 使用雅可比椭圆函数的向列液晶方程的孤波和行波解法
Q1 Mathematics Pub Date : 2024-09-18 DOI: 10.1016/j.csfx.2024.100121
Nikola Petrović , Milivoj Belić , Wieslaw Krolikowski
In our paper we apply the Jacobi elliptic function (JEF) expansion method to obtain exact solutions to the system of equations governing nematic liquid crystals, a system of high importance in nonlinear optics with numerous physical applications. We obtain solutions that are second-order polynomials in terms of JEFs for both the wave function and the tilt angle of molecular orientation. The solutions differ from previously obtained solutions in including both traveling and solitary wave solutions, with and without chirp. They also include the longitudinal dependence of coefficients in the equations, allowing for the management of both the dispersion and diffraction. Only two parameters of the differential equation need to be defined in terms of other coefficients, providing a wide range of flexibility when it comes to constructing solutions.
在我们的论文中,我们应用雅可比椭圆函数(JEF)展开法来获得向列液晶方程组的精确解,该方程组在非线性光学中具有重要意义,并有大量物理应用。我们得到的解是波函数和分子取向倾斜角的 JEF 二阶多项式。这些解与之前获得的解不同,既包括行波解,也包括孤波解,既有啁啾,也没有啁啾。它们还包括方程中系数的纵向依赖性,从而可以管理色散和衍射。微分方程中只有两个参数需要根据其他系数来定义,这为构建解法提供了广泛的灵活性。
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引用次数: 0
A high-order rogue wave generated by collision in three-component Bose–Einstein condensates 三组份玻色-爱因斯坦凝聚体碰撞产生的高阶流氓波
Q1 Mathematics Pub Date : 2024-08-22 DOI: 10.1016/j.csfx.2024.100120
Feilong He , Xiao-Dong Bai , Tiantian Li , Jin-Cui Zhao

The generation of high-order rogue waves (RWs) without the exact solution is an intriguing subject that has not yet been fully explored, especially for the third-order RWs. In this paper, we investigate the collision dynamics in a three-component Bose–Einstein condensate (BEC), and propose a scheme capable of generating such high-order RWs, such as second- and third-order RWs. The results show that the peaks of the three first-order RWs coincide in time and space when the third-order RWs are excited during the collision. Furthermore, by controlling the offsets of initial wavepackets and intraspecific interaction coefficients within the BEC, the collision behavior of RWs can be precisely manipulated. Compared to two-component BECs, these three-component collisions exhibit more diverse structures for exciting RW phenomena.

在没有精确解的情况下产生高阶无赖波(RWs)是一个有趣的课题,但尚未得到充分探索,尤其是三阶无赖波。本文研究了三分量玻色-爱因斯坦凝聚态(BEC)中的碰撞动力学,并提出了一种能够产生二阶和三阶无赖波等高阶无赖波的方案。结果表明,当三阶 RW 在碰撞过程中被激发时,三个一阶 RW 的峰值在时间和空间上是重合的。此外,通过控制初始波包的偏移和 BEC 内部的相互作用系数,可以精确地操纵 RW 的碰撞行为。与双组分 BEC 相比,这些三组分碰撞在激发 RW 现象方面表现出更多样化的结构。
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引用次数: 0
Recurrence formula for some higher order evolution equations 一些高阶演化方程的递推公式
Q1 Mathematics Pub Date : 2024-07-20 DOI: 10.1016/j.csfx.2024.100119
Yoritaka Iwata

Riccati’s differential equation is formulated as abstract equation in finite or infinite dimensional Banach spaces. Since the Riccati’s differential equation with the Cole–Hopf transform shows a relation between the first order evolution equations and the second order evolution equations, its generalization suggests the existence of recurrence formula leading to a sequence of differential equations with different order. In conclusion, by means of the logarithmic representation of operators, a transform between the first order evolution equations and the higher order evolution equation is presented. Several classes of evolution equations with different orders are given, and some of them are shown as examples.

里卡提微分方程是有限维或无限维巴拿赫空间中的抽象方程。由于里卡提微分方程与科尔-霍普夫变换显示了一阶演化方程与二阶演化方程之间的关系,其广义化表明存在导致不同阶微分方程序列的递推公式。总之,通过算子的对数表示,提出了一阶演化方程与高阶演化方程之间的变换。给出了几类不同阶的演化方程,并以其中一些为例加以说明。
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引用次数: 0
Finite-time dynamics of the fractional-order epidemic model: Stability, synchronization, and simulations 分数阶流行病模型的有限时间动力学:稳定性、同步性和模拟
Q1 Mathematics Pub Date : 2024-07-15 DOI: 10.1016/j.csfx.2024.100118
Iqbal M. Batiha , Osama Ogilat , Issam Bendib , Adel Ouannas , Iqbal H. Jebril , Nidal Anakira

The aim of this paper is to explore finite-time synchronization in a specific subset of fractional-order epidemic reaction–diffusion systems. Initially, we introduce a new lemma for finite-time stability, which extends existing criteria and builds upon previous discoveries. Following this, we design effective state-dependent linear controllers. By utilizing a Lyapunov function, we derive new sufficient conditions to ensure finite-time synchronization within a predefined time frame. Lastly, we present numerical simulations to demonstrate the applicability and effectiveness of the proposed technique.

本文旨在探讨分数阶流行反应扩散系统特定子集中的有限时间同步性。首先,我们引入了一个新的有限时间稳定性(finite-time stability)lemma,该lemma扩展了现有的标准,并以之前的发现为基础。随后,我们设计了有效的与状态相关的线性控制器。通过利用 Lyapunov 函数,我们得出了新的充分条件,以确保在预定义的时间框架内实现有限时间同步。最后,我们通过数值模拟来证明所提技术的适用性和有效性。
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引用次数: 0
Power and Mittag–Leffler laws for examining the dynamics of fractional unemployment model: A comparative analysis 用于研究分数失业模型动态的 Power 和 Mittag-Leffler 法:比较分析
Q1 Mathematics Pub Date : 2024-06-26 DOI: 10.1016/j.csfx.2024.100117
Binandam S. Lassong , Munkaila Dasumani , Joseph K. Mung’atu , Stephen E. Moore

Unemployment is a major problem worldwide and is one of the key factors determining a nation’s economic status. The issue of unemployment is made more difficult globally by the ongoing rise in labor force participation and the scarcity of job positions. In this work, we study the unemployment model with two distinct fractional-order derivatives: the Caputo operator and the Atangana–Baleanu operator in the sense of Caputo (ABC). These derivatives under consideration are the operators widely utilized in modeling real-world phenomena in fractional dynamics. The existence and uniqueness of the solutions to the fractional model under consideration are ascertained using the fixed-point theory. The Hyers-Ulam analysis is employed to determine stability. For the numerical results, we present an Adams-type predictor–corrector (PC) technique for Caputo derivative and an extended Adams Bashforth (ABM) method for Atangana–Baleanu derivative. The outcomes achieved with the Atangana–Baleanu–Caputo and Caputo derivatives are identical to those of the regular case when fractional order ν=1.00. However, the results obtained change slightly as fractional order assumes values smaller than one, and this variation becomes most noticeable when the fractional order ν<0.72. This is because of the fractional derivative definitions’ underlying kernel. It is shown that the Mittag–Leffler kernel derivative provides better results for smaller fractional orders.

失业是世界范围内的一个主要问题,也是决定一个国家经济状况的关键因素之一。在全球范围内,由于劳动力参与率的持续上升和工作岗位的稀缺,失业问题变得更加棘手。在这项工作中,我们研究了具有两种不同分数阶导数的失业模型:卡普托算子和卡普托意义上的阿坦加纳-巴莱亚努算子(ABC)。我们所考虑的这些导数是在分数动力学中广泛用于模拟现实世界现象的算子。利用定点理论确定了所考虑的分数模型解的存在性和唯一性。海尔-乌兰分析用于确定稳定性。在数值结果方面,我们针对 Caputo 导数提出了亚当斯型预测器-校正器(PC)技术,针对 Atangana-Baleanu 导数提出了扩展亚当斯-巴什福斯(ABM)方法。当分数阶数 ν=1.00 时,阿坦加纳-巴莱阿努-卡普托导数和卡普托导数的结果与常规情况下的结果相同。然而,当分数阶的值小于 1 时,得到的结果略有变化,当分数阶 ν<0.72 时,这种变化最为明显。这是因为分数导数定义的基本核。结果表明,Mittag-Leffler 核导数为较小的分数阶提供了更好的结果。
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引用次数: 0
From core to peripheral: A network analysis of lineup types in NBA playoff teams 从核心到边缘:NBA 季后赛球队阵容类型的网络分析
Q1 Mathematics Pub Date : 2024-06-06 DOI: 10.1016/j.csfx.2024.100115
Tianxiao Guo , Yixiong Cui , Christophe Ley , Wenjie Zhang , Yanfei Shen , Jing Mi , Chengyi Zhang

This study aims to identify the types of lineups based on their topological structure within a lineup network and to explore the relationship between lineup types and team standings during 10 NBA playoff seasons from 2012-2013 season to 2021-2022 season. A total of 15,699 lineups from 1,655 playoff games were collected to construct lineup networks. Three roles of the lineup, called core, connector and peripheral lineups, were found through community detection and unsupervised clustering of within-community degree, participation coefficient, and playing time. The percentage presence of connector lineups showed a positive correlation with the number of playoff wins (r = 0.45, p < 0.001), while peripheral lineups demonstrated a negative correlation (r = −0.33, p < 0.001). Additionally, the study found that connector lineups were more frequently reused than peripheral lineups (H = −14.90, p < 0.001) and that stronger teams exhibited lower conserved rates of all kinds of lineups. The collective performance was found to be more dependent on connector lineups (H = 926.42, p < 0.001) than peripheral lineups (H = 3342.63, p < 0.001). This study is the first to provide insights into the global lineup roles within season-scale lineup structures, offering generalizable suggestions for optimizing rotations. These suggestions advocate for the inclusion of more connector lineups and versatile players, and a reduction in the reuse rate of lineups, especially those classified as peripheral.

本研究旨在根据阵容网络中的拓扑结构识别阵容类型,并探讨从2012-2013赛季到2021-2022赛季的10个NBA季后赛赛季中阵容类型与球队排名之间的关系。研究共收集了 1,655 场季后赛中的 15,699 个阵容,构建了阵容网络。通过社群检测和对社群内程度、参与系数和上场时间的无监督聚类,发现了阵容的三种角色,即核心阵容、连接器阵容和外围阵容。连接器阵容出现的百分比与季后赛胜场数呈正相关(r = 0.45,p < 0.001),而外围阵容则呈负相关(r = -0.33,p < 0.001)。此外,研究还发现,连接器阵容比外围阵容更常被重用(H = -14.90,p <0.001),而强队的各种阵容的保留率更低。研究发现,与外围阵容(H = 3342.63,p <0.001)相比,集体表现更依赖于连接器阵容(H = 926.42,p <0.001)。本研究首次对赛季规模阵容结构中的整体阵容作用进行了深入分析,为优化轮换提供了可推广的建议。这些建议主张加入更多的连接器阵容和多面手,并降低阵容的重复利用率,尤其是那些被归类为边缘阵容的球员。
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引用次数: 0
Buildup of different emission regimes in a nonlinear polarization rotation modelocked all-fiber laser 在非线性偏振旋转建模全光纤激光器中建立不同的发射机制
Q1 Mathematics Pub Date : 2024-06-04 DOI: 10.1016/j.csfx.2024.100114
C. Cuadrado-Laborde , L. Tendela , E. Silvestre , A. Díez , J.L. Cruz , M.V. Andrés

We investigated experimentally and theoretically the buildup of light pulses in an erbium-doped sub-MHz all-fiber laser modelocked by nonlinear polarization rotation. We were able to study the buildup of two different emission regimes: standard solitons and noise-like pulses. In each case, we were able to determine the round-trips required to achieve a stable emission state. Temporal traces and optical spectra of single pulses were measured along the start-up transient of the laser. The experimental results were also confirmed by numerical simulations. Under the specific conditions of this laser, the soliton regime takes about 400 round-trips to reach single-pulse emission. In the noise-like pulse regime, it takes only 20 round-trips for the characteristics of noise-like pulses to show up; although a more steady-state emission is reached also at about 400 round-trips.

我们通过实验和理论研究了在非线性偏振旋转作用下,掺铒亚兆赫全光纤激光器中光脉冲的形成。我们研究了两种不同的发射机制:标准孤子和噪声脉冲。在每种情况下,我们都能确定实现稳定发射状态所需的往返次数。我们沿着激光器的启动瞬态测量了单脉冲的时间轨迹和光学光谱。数值模拟也证实了实验结果。在该激光器的特定条件下,达到单脉冲发射需要约 400 次往返。在类噪声脉冲状态下,只需要 20 个往返就能显示出类噪声脉冲的特征;尽管在大约 400 个往返时也能达到更稳定的发射状态。
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引用次数: 0
Modeling the spread of infections during an epidemiological outbreak using an improved mathematical model 利用改进的数学模型模拟流行病爆发期间的感染传播
Q1 Mathematics Pub Date : 2024-05-22 DOI: 10.1016/j.csfx.2024.100111
Nouf Abd Elmunim

Pandemics occur periodically worldwide. An accurate forecasting model is therefore essential to estimate the effect of the pandemic and plan accordingly. This research aims to provide a solution that could help the world predict the number of infection cases during pandemics and prepare to accommodate subsequent cases. The mathematical Multiplicative Holt–Winter (M-HW) model was improved regarding the data used to provide an accurate forecast. The model was applied to the Coronavirus (COVID-19) data, where COVID-19 is the recent pandemic that affected all nations worldwide since 2019. Two different periods in Saudi Arabia were modelled to estimate COVID-19 cases. Based on the daily confirmed cases in February 2023 and February 2022, the model showed accuracy of 99.51 % and 99.66 %, respectively. A MAPE value in February 2023 ranges between 0.015 and 1.07, while it ranges between 0.032 and 2.269 in February 2022. Additionally, the RMSE in February 2023 was 0.35, while in February 2022 it was 6.88. The model proved to be accurate and highly efficient. Thus, M-HW model is useful to forecast the number of cases in different regions in case of a pandemic, which makes a significant contribution to mitigating the spread of the virus minimizing the epidemiological spread impact on healthcare systems and focusing on managing and containing the epidemiological spread.

大流行病在世界各地定期发生。因此,准确的预测模型对于估计大流行病的影响并制定相应计划至关重要。这项研究旨在提供一种解决方案,帮助全世界预测大流行期间的感染病例数量,并为应对后续病例做好准备。为了提供准确的预测,对数学乘法霍尔特-温特(M-HW)模型所使用的数据进行了改进。该模型适用于冠状病毒(COVID-19)数据,其中 COVID-19 是自 2019 年以来影响全球所有国家的近期流行病。为估算 COVID-19 病例,对沙特阿拉伯的两个不同时期进行了建模。根据 2023 年 2 月和 2022 年 2 月的每日确诊病例,模型的准确率分别为 99.51 % 和 99.66 %。2023 年 2 月的 MAPE 值介于 0.015 和 1.07 之间,而 2022 年 2 月的 MAPE 值介于 0.032 和 2.269 之间。此外,2023 年 2 月的 RMSE 值为 0.35,而 2022 年 2 月的 RMSE 值为 6.88。该模型被证明是准确和高效的。因此,M-HW 模型可用于预测大流行时不同地区的病例数,这对减轻病毒传播、最大限度地减少流行病传播对医疗系统的影响以及集中管理和遏制流行病传播做出了重要贡献。
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引用次数: 0
A powerful tool for dealing with high-dimensional fractional-order systems with applications to fractional Emden–Fowler systems 处理高维分数阶系统的强大工具,应用于分数埃姆登-福勒系统
Q1 Mathematics Pub Date : 2024-05-03 DOI: 10.1016/j.csfx.2024.100110
Shaher Momani , Iqbal M. Batiha , Amira Abdelnebi , Iqbal H. Jebril

In this study, an approximation solution for a high-dimensional system in terms of the Caputo fractional derivative operator is obtained using the improved modified fractional Euler method, or IMFEM for short. To accomplish this aim, a result that can transform such a system into a double-equation, one-dimensional fractional-order system, is provided theoretically. Some physical applications, including fractional-order systems of equations of Emden–Fowler type, are discussed, and their graphs are plotted using MATLAB to demonstrate the IMFEM schema’s validity.

本研究利用改进的分数欧拉法(简称 IMFEM),获得了一个高维系统的卡普托分数导数算子近似解。为了实现这一目标,我们从理论上提供了一个可以将该系统转化为双方程一维分数阶系统的结果。文中讨论了一些物理应用,包括埃姆登-福勒类型的分数阶方程系统,并使用 MATLAB 绘制了它们的图形,以证明 IMFEM 方案的有效性。
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引用次数: 0
期刊
Chaos, Solitons and Fractals: X
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