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Coexisting attractors and basins of attraction of an extended forced Duffing oscillator 扩展强迫达芬振荡器的共存吸引子和吸引盆地
IF 1.6 4区 物理与天体物理 Q3 PHYSICS, CONDENSED MATTER Pub Date : 2024-06-07 DOI: 10.1140/epjb/s10051-024-00709-0
Isabelle da L. Soares, Marcelo F. Krol, Paulo C. Rech

In this paper we investigate the dynamics of an extended form of a symmetric Duffing oscillator driven by a periodic force (F(t)=A cos omega t). The system is modeled by a second-order nonautonomous nonlinear ordinary differential equation, and controlled by seven parameters. Our study takes into account the ((omega ,A)) parameter plane of the system, consequently keeping the other five parameters fixed. We verify the existence of parameter regions for which the corresponding trajectories in the phase-space are periodic or chaotic, delimiting therefore such regions in the ((omega ,A)) parameter plane. Finally, we use this same ((omega ,A)) parameter plane to locate multistability regions. Examples of basins of attraction of coexisting periodic and chaotic attractors are presented, as well as the related attractors.

Projections of basins of attraction onto the xy plane of initial conditions for an extended forced Duffing oscillator. Black (Red) regions are related to a periodic (chaotic) attractor basin of attraction.

在本文中,我们研究了由周期力 (F(t)=A cos omega t) 驱动的对称达芬振荡器扩展形式的动力学。该系统由一个二阶非自主非线性常微分方程建模,并由七个参数控制。我们的研究考虑了系统的 ((omega ,A))参数平面,因此其他五个参数保持固定。我们验证了相空间中相应轨迹为周期性或混沌的参数区域的存在,并因此在参数平面上划定了这些区域。最后,我们使用同样的((omega ,A))参数平面来定位多稳定性区域。我们将举例说明共存的周期性吸引子和混沌吸引子的吸引盆地以及相关的吸引子。黑色(红色)区域与周期(混沌)吸引子的吸引盆地有关。
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引用次数: 0
Brain-inspired computing systems: a systematic literature review 大脑启发计算系统:系统文献综述
IF 1.6 4区 物理与天体物理 Q3 PHYSICS, CONDENSED MATTER Pub Date : 2024-06-06 DOI: 10.1140/epjb/s10051-024-00703-6
Mohamadreza Zolfagharinejad, Unai Alegre-Ibarra, Tao Chen, Sachin Kinge, Wilfred G. van der Wiel

Brain-inspired computing is a growing and interdisciplinary area of research that investigates how the computational principles of the biological brain can be translated into hardware design to achieve improved energy efficiency. Brain-inspired computing encompasses various subfields, including neuromorphic and in-memory computing, that have been shown to outperform traditional digital hardware in executing specific tasks. With the rising demand for more powerful yet energy-efficient hardware for large-scale artificial neural networks, brain-inspired computing is emerging as a promising solution for enabling energy-efficient computing and expanding AI to the edge. However, the vast scope of the field has made it challenging to compare and assess the effectiveness of the solutions compared to state-of-the-art digital counterparts. This systematic literature review provides a comprehensive overview of the latest advances in brain-inspired computing hardware. To ensure accessibility for researchers from diverse backgrounds, we begin by introducing key concepts and pointing out respective in-depth topical reviews. We continue with categorizing the dominant hardware platforms. We highlight various studies and potential applications that could greatly benefit from brain-inspired computing systems and compare their reported computational accuracy. Finally, to have a fair comparison of the performance of different approaches, we employ a standardized normalization approach for energy efficiency reports in the literature.

Graphical abstract

Unconventional computing, including its four major, partly overlapping, brain-inspired computating frameworks: In-memory, neuromorphic, reservoir, and hyperdimensional computing

脑启发计算是一个不断发展的跨学科研究领域,研究如何将生物大脑的计算原理转化为硬件设计,以提高能效。脑启发计算包括神经形态计算和内存计算等多个子领域,这些领域在执行特定任务时已被证明优于传统数字硬件。随着大规模人工神经网络对功能更强大、能效更高的硬件的需求不断增加,脑启发计算正成为实现高能效计算和将人工智能扩展到边缘的一种前景广阔的解决方案。然而,由于该领域涉及面广,因此比较和评估这些解决方案与最先进的数字对应方案的有效性具有挑战性。本系统性文献综述全面概述了大脑启发计算硬件的最新进展。为确保不同背景的研究人员都能阅读,我们首先介绍了关键概念,并指出了相关的深入专题综述。接着,我们对主流硬件平台进行了分类。我们重点介绍了可从大脑启发计算系统中获益匪浅的各种研究和潜在应用,并比较了它们所报告的计算精度。最后,为了对不同方法的性能进行公平比较,我们对文献中的能效报告采用了标准化的归一化方法:内存计算、神经形态计算、水库计算和超维计算
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引用次数: 0
Twenty-five years of random asset exchange modeling 25 年的随机资产交换建模
IF 1.6 4区 物理与天体物理 Q3 PHYSICS, CONDENSED MATTER Pub Date : 2024-06-04 DOI: 10.1140/epjb/s10051-024-00695-3
Max Greenberg, H. Oliver Gao

The last 25 years have seen the development of a significant literature within the subfield of econophysics which attempts to model economic inequality as the emergent property of systems of stochastically interacting agents. In this article, the literature surrounding this approach to the study of wealth and income distributions, henceforth the “random asset exchange” literature following the terminology of Sinha (Phys Scr 2003(T106):59, 2003), is thoroughly reviewed for the first time. The foundational papers of Drăgulescu and Yakovenko (Eur Phys J B 17(4):723–729, 2000), Chakraborti and Chakrabarti (Eur Phys J B 17(1):167–170, 2000), and Bouchaud and Mézard (Physica A 282(3):536–545, 2000) are discussed in detail, and principal canonical models within the random asset exchange literature are established. The most common variations upon these canonical models are enumerated and the successes and limitations of such models are discussed. The paper concludes with an argument that the literature should move in the direction of more explicit representations of economic structure and processes to acquire greater explanatory power.

摘要 在过去的 25 年中,经济物理学子领域中出现了大量的文献,这些文献试图将经济不平等作为随机互动代理系统的新兴属性来建模。本文首次全面评述了围绕这一方法研究财富和收入分布的文献,即辛哈(Phys Scr 2003(T106):59, 2003)提出的 "随机资产交换 "文献。详细讨论了 Drăgulescu 和 Yakovenko (Eur Phys J B 17(4):723-729, 2000)、Chakraborti 和 Chakrabarti (Eur Phys J B 17(1):167-170, 2000) 以及 Bouchaud 和 Mézard (Physica A 282(3):536-545, 2000) 的基础论文,并建立了随机资产交换文献中的主要典型模型。本文列举了这些典型模型最常见的变体,并讨论了这些模型的成功之处和局限性。最后,本文认为该文献应朝着更明确地表述经济结构和过程的方向发展,以获得更大的解释力。
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引用次数: 0
Fundamental interactions in self-organised critical dynamics on higher order networks 高阶网络自组织临界动力学中的基本相互作用
IF 1.6 4区 物理与天体物理 Q3 PHYSICS, CONDENSED MATTER Pub Date : 2024-06-03 DOI: 10.1140/epjb/s10051-024-00705-4
Bosiljka Tadić, Roderick Melnik

In functionally complex systems, higher order connectivity is often revealed in the underlying geometry of networked units. Furthermore, such systems often show signatures of self-organised criticality, a specific type of non-equilibrium collective behaviour associated with an attractor of internal dynamics with long-range correlations and scale invariance, which ensures the robust functioning of complex systems, such as the brain. Here, we highlight the intertwining of features of higher order geometry and self-organised critical dynamics as a plausible mechanism for the emergence of new properties on a larger scale, representing the central paradigm of the physical notion of complexity. Considering the time-scale of the structural evolution with the known separation of the time-scale in self-organised criticality, i.e., internal dynamics and external driving, we distinguish three classes of geometries that can shape the self-organised dynamics on them differently. We provide an overview of current trends in the study of collective dynamics phenomena, such as the synchronisation of phase oscillators and discrete spin dynamics with higher order couplings embedded in the faces of simplicial complexes. For a representative example of self-organised critical behaviour induced by higher order structures, we present a more detailed analysis of the dynamics of field-driven spin reversal on the hysteresis loops in simplicial complexes composed of triangles. These numerical results suggest that two fundamental interactions representing the edge-embedded and triangle-embedded couplings must be taken into account in theoretical models to describe the influence of higher order geometry on critical dynamics.

摘要 在功能复杂的系统中,高阶连通性往往体现在网络单元的底层几何中。此外,这类系统往往显示出自组织临界的特征,这是一种特定类型的非平衡集体行为,与具有长程相关性和尺度不变性的内部动力学吸引子有关,确保了大脑等复杂系统的稳健运行。在这里,我们强调高阶几何和自组织临界动力学特征的交织是在更大尺度上出现新特性的合理机制,代表了复杂性这一物理概念的核心范式。考虑到结构演化的时间尺度与已知的自组织临界时间尺度(即内部动力学和外部驱动力)的分离,我们区分了三类几何形状,它们能以不同方式塑造其上的自组织动力学。我们概述了当前集体动力学现象的研究趋势,例如相位振荡器的同步化和嵌入简单复合物面的具有高阶耦合的离散自旋动力学。作为高阶结构诱导的自组织临界行为的一个代表性例子,我们对由三角形组成的简并复合物中磁滞环上的场驱动自旋反转动力学进行了更详细的分析。这些数值结果表明,在描述高阶几何对临界动力学影响的理论模型中,必须考虑到代表边缘嵌入耦合和三角形嵌入耦合的两种基本相互作用。
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引用次数: 0
Laplace’s first law of errors applied to diffusive motion 拉普拉斯第一误差定律应用于扩散运动
IF 1.6 4区 物理与天体物理 Q3 PHYSICS, CONDENSED MATTER Pub Date : 2024-06-03 DOI: 10.1140/epjb/s10051-024-00704-5
Omer Hamdi, Stanislav Burov, Eli Barkai

In biological, glassy, and active systems, various tracers exhibit Laplace-like, i.e., exponential, spreading of the diffusing packet of particles. The limitations of the central limit theorem in fully capturing the behaviors of such diffusive processes, especially in the tails, have been studied using the continuous time random walk model. For cases when the jump length distribution is super-exponential, e.g., a Gaussian, we use large deviations theory and relate it to the appearance of exponential tails. When the jump length distribution is sub-exponential, the packet of spreading particles is described by the big jump principle. We demonstrate the applicability of our approach for finite time, indicating that rare events and the asymptotics of the large deviations rate function can be sampled for large length scales within a reasonably short measurement time.

The universality of Laplace tails appears everywhere

摘要 在生物、玻璃和活性系统中,各种示踪剂表现出类似拉普拉斯的粒子扩散包,即指数扩散。人们利用连续时间随机行走模型研究了中心极限定理在完全捕捉这种扩散过程行为方面的局限性,特别是在尾部。对于跳跃长度分布为超指数分布(如高斯分布)的情况,我们使用了大偏差理论,并将其与指数尾部的出现联系起来。当跳跃长度分布为次指数分布时,扩散粒子包则用大跳跃原理来描述。我们展示了我们的方法在有限时间内的适用性,表明罕见事件和大偏差率函数的渐近线可以在合理的短测量时间内对大长度尺度进行采样。
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引用次数: 0
Language dynamics model with finite-range interactions influencing the diffusion of linguistic traits and human dispersal 影响语言特征扩散和人类散布的有限范围相互作用语言动力学模型
IF 1.6 4区 物理与天体物理 Q3 PHYSICS, CONDENSED MATTER Pub Date : 2024-06-03 DOI: 10.1140/epjb/s10051-024-00706-3
Clément Zankoc, Els Heinsalu, Marco Patriarca

We study a multi-agent model of language dynamics that incorporates diffusion of linguistic traits and human dispersal, both influenced by local linguistic environment. We assume that each individual is characterized by a string, representing a language in terms of a set of linguistic features. Each individual can interact only with other individuals located within a finite neighborhood. The interaction between two individuals results in copying or passing a linguistic trait; the direction of the learning process is determined by the level of linguistic similarity with the neighborhood, estimated through the average Levenshtein distance. The latter determines also the diffusion coefficient of the random walk performed by the individuals. The dynamics of the model is investigated through numerical simulations over a wide range of parameters. Our results show a rich variety of possible final scenarios, ranging from language segregation and dialects formation to linguistic continua and consensus. The obtained language size distribution, spatial distribution of languages, and the correlation between geographic and linguistic distance at equilibrium resemble well the results observed in real systems.

The model dynamics incorporates diffusion of linguistic traits and human dispersal, both influenced by the local linguistic environment, in the spirit of the Axelrod and Shelling model, respectively. The system can reach different final scenarios ranging from consensus to fragmentation, like the equilibrium configuration shown that shows self-organized clusters: different symbols correspond to different languages (strings in the dendrogram) and each color represents a different dialect defined by the group emerging from the clustering analysis

摘要 我们研究的语言动态多代理模型包含语言特征的扩散和人类的分散,两者都受到当地语言环境的影响。我们假设每个个体都有一个字符串,用一组语言特点代表一种语言。每个个体只能与位于有限邻域内的其他个体互动。两个个体之间的互动会导致语言特征的复制或传递;学习过程的方向由与邻域的语言相似程度决定,而语言相似程度是通过平均莱文斯坦距离估算的。后者还决定了个体随机行走的扩散系数。我们通过数值模拟研究了该模型在各种参数下的动态变化。我们的结果表明,最终可能出现的情况多种多样,从语言隔离和方言形成到语言连续性和共识。所获得的语言规模分布、语言空间分布以及平衡状态下地理距离和语言距离之间的相关性与在真实系统中观察到的结果非常相似。该系统可以达到从共识到分裂的不同最终情景,如图所示的平衡配置,它显示了自组织的聚类:不同的符号对应不同的语言(树枝图中的字符串),每种颜色代表聚类分析中出现的群体所定义的不同方言。
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引用次数: 0
Bose–Einstein condensation and cuprate high-temperature superconductor 玻色-爱因斯坦凝聚与杯状高温超导体
IF 1.6 4区 物理与天体物理 Q3 PHYSICS, CONDENSED MATTER Pub Date : 2024-06-03 DOI: 10.1140/epjb/s10051-024-00688-2
Hiroyuki Kaga

The rigorous formulations of boson (the ideal Bose gas) and fermion-pair Bose–Einstein (BE) condensations reveal that the two condensed states are different; the boson condensation given by the boson coherent state is a sound condensed state based on a large number of states corresponding to the grand canonical ensemble of the classical ideal gas (average particle number N) where the norm of the coherent state is equivalent to the grand (canonical) partition function (Xi _{0}=e^{N}) of the latter. The fermion-pair condensation is a very limited condensed state formed between holes and fermion-pairs and its condensate is a fermion-pair and hole condensate. The singlet-bond (SB) superconductivity theory for cuprate high-temperature superconductors finds the following; (1) the superconducting transition is a first-order transition, (2) the experimentally observed exponential behavior of the specific heat coefficient (gamma (T)equiv C(T)/T) near (T_{c}) is caused by the high energy excitations of superconducting SB-pairs to the normal-state insulating immobile SB-pairs beyond the characteristic energy scale (sim k_{B}T_{c}) of the condensation energy, which is the same origin as that of the exponential (gamma (T)) behavior in the BCS superconductivity, and (3) Josephson tunneling in d-wave superconductor Josephson junction cannot give rise to the so-called (pi )-shift Josephson phase in both the underdoped and overdoped cuprate superconductor Josephson junctions.

摘要 玻色子(理想玻色气体)凝聚和费米子对玻色-爱因斯坦(BE)凝聚的严格公式化揭示了两种凝聚态的不同;由玻色子相干态给出的玻色子凝聚态是一种基于与经典理想气体(平均粒子数N)的大规范集合相对应的大量态的健全凝聚态,其中相干态的规范等价于后者的大(规范)分割函数(Xi _{0}=e^{N})。费米子对凝聚是空穴与费米子对之间形成的一种非常有限的凝聚态,其凝聚态是费米子对与空穴的凝聚态。杯状高温超导体的单子键(SB)超导理论发现了以下几点;(1)超导转变是一个一阶转变,(2)实验观察到的(gamma (T)equiv C(T)/T)附近比热系数的指数行为是由(T_{c})之外的特征能标(sim k_{B}T_{c})超导SB对向常态绝缘不动SB对的高能激发引起的、(3)d波超导体约瑟夫森结中的约瑟夫森隧穿不能在掺杂不足和掺杂过度的铜氧化物超导体约瑟夫森结中产生所谓的(pi )-移位约瑟夫森相。图表摘要
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引用次数: 0
State equation of two-dimensional inchworm-type active particles 二维尺蠖型活性粒子的状态方程
IF 1.6 4区 物理与天体物理 Q3 PHYSICS, CONDENSED MATTER Pub Date : 2024-05-28 DOI: 10.1140/epjb/s10051-024-00708-1
Guang-Tao Ou, Wei-Rong Zhong

This study utilized molecular dynamics simulations to explore the collective behavior of the two-dimensional self-propelled particles known as the inchworm particles, which are characterized by periodic variations in internal structure and driving force. Our primary objective is to elucidate the influence of the particle’s motion mode on pressure. We established a state equation for pressure derived from the observed motion mode and observed that inchworm-type particles exhibit distinct high-temperature characteristics in the pressure–temperature curve, unlike spherical self-propelled particles. Notably, their active pressure does not entirely diminish with increasing temperature. Distinct variations in the behavior of self-propelled particles across different sizes are identified. The findings contribute a more intricate model for the internal structure of self-propelled particles, offering valuable insights into this research area.

摘要 本研究利用分子动力学模拟来探索被称为尺蠖粒子的二维自推进粒子的集体行为,这种粒子的内部结构和驱动力具有周期性变化的特点。我们的主要目标是阐明粒子的运动模式对压力的影响。我们根据观察到的运动模式建立了一个压力状态方程,并观察到尺蠖型粒子在压力-温度曲线上表现出明显的高温特征,这与球形自推进粒子不同。值得注意的是,它们的活动压力并没有随着温度的升高而完全减小。不同尺寸的自推进粒子在行为上存在明显差异。这些发现为自推进粒子的内部结构提供了一个更加复杂的模型,为这一研究领域提供了宝贵的见解。
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引用次数: 0
Clown face in 3D chaotic system integrated with memristor electronics, DNA encryption and fractional calculus 三维混沌系统中的小丑脸,与记忆晶体管电子学、DNA 加密和分数微积分学融为一体
IF 1.6 4区 物理与天体物理 Q3 PHYSICS, CONDENSED MATTER Pub Date : 2024-05-25 DOI: 10.1140/epjb/s10051-024-00694-4
Muhammad Ali Qureshi, Najeeb Alam Khan

This paper presents a three-dimensional sinusoidal forcing memristor-based chaotic model with one of its phase portrait trajectories visualized as a face or clown face. The developed novel chaotic model stability and its nature are analyzed using mathematical tools under the lights of Lyapunov exponents, maximal Lyapunov, Routh–Hurwitz criterion, and eigenvalues. The chaotic dynamics and richness of the pattern formation of novel coupled differential equations were numerically explored using different schemes, namely Caputo, Caputo–Fabrizio, and Atangana–Baleanu Caputo fractional derivatives. The electronic realization of the developed memristive-based model is presented with operational amplifiers and other passive electronic components, showing significant agreement with the numerical solution. The 3D system was chaotic, and its generated random numbers were tested with 0–1 chaos and NIST Suit tests. The randomness of the generated data is utilized to do DNA encryption as a method of encrypting data, with two dissimilar keys to scramble the image. The outcomes of the novel encryption method are demonstrated in three different ways (Pepper I, II, and III) and tested with standard image statistical tools.

Graphical abstract

本文提出了一种基于忆阻器的三维正弦强迫混沌模型,其相位肖像轨迹之一被形象化为人脸或小丑脸。在李亚普诺夫指数、最大李亚普诺夫、Routh-Hurwitz 准则和特征值的作用下,利用数学工具分析了所开发的新型混沌模型的稳定性及其性质。使用不同的方案,即 Caputo、Caputo-Fabrizio 和 Atangana-Baleanu Caputo 分数导数,对新型耦合微分方程的混沌动力学和丰富的模式形成进行了数值探索。利用运算放大器和其他无源电子元件介绍了所开发的基于忆阻器模型的电子实现,结果显示与数值解十分吻合。三维系统是混沌的,其生成的随机数经过了 0-1 混沌测试和 NIST Suit 测试。生成数据的随机性被用来进行 DNA 加密,作为一种加密数据的方法,用两个不同的密钥来扰乱图像。新型加密方法的结果以三种不同的方式(Pepper I、II 和 III)进行了演示,并用标准图像统计工具进行了测试。
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引用次数: 0
Bifurcation delay in a network of nonlocally coupled slow-fast FitzHugh–Nagumo neurons 非局部耦合慢-快 FitzHugh-Nagumo 神经元网络中的分岔延迟
IF 1.6 4区 物理与天体物理 Q3 PHYSICS, CONDENSED MATTER Pub Date : 2024-05-17 DOI: 10.1140/epjb/s10051-024-00707-2
Premraj Durairaj, Saravanan Shanmugam, Prasanth Durairaj, Mohamed Rhaima

Many slow-fast systems can exhibit delayed bifurcation, which means that the crucial transition occurs after some delay during the transition between the oscillatory and steady states due to the presence of a slowly varying parameter. We specifically analyze the dynamical behavior of bifurcation delay in a network of nonlocally coupled FitzHugh–Nagumo neurons by adjusting the frequency of slowly varying currents. Interestingly, we observe an appearance of chimera-like states despite a tiny parameter mismatch in the frequency of any single node. The observed chimera-like state is evidenced through the mean-phase velocity profile. The robustness of the obtained results is then tested by perturbing multiple neurons in three different ways: constant, linearly increasing, and decreasing frequency of certain nodes. Importantly, we discover that the observed chimera state is resilient to all perturbations.

许多慢-快系统都会表现出延迟分岔,这意味着在振荡态和稳定态之间的过渡过程中,由于存在缓慢变化的参数,关键转变会在一定延迟后发生。我们通过调整缓慢变化电流的频率,具体分析了非局部耦合 FitzHugh-Nagumo 神经元网络中分岔延迟的动力学行为。有趣的是,尽管任何单个节点的频率存在微小的参数失配,我们仍观察到类似嵌合态的出现。观察到的类嵌合状态通过平均相速度曲线得到了证明。然后,我们通过三种不同的方式对多个神经元进行扰动,即恒定、线性增加和降低某些节点的频率,来测试所得结果的稳健性。重要的是,我们发现观察到的嵌合体状态对所有扰动都有弹性。
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引用次数: 0
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The European Physical Journal B
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