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We discuss, in this paper, the dynamical properties of extremely diluted, non-monotonic neural networks. Assuming parallel updating and the Hebb prescription for the synaptic connections, a flow equation for the macroscopic overlap is…

无序系统与神经网络 · 物理学 2009-11-07 M. S. Mainieri , R. Erichsen

The existence of a Banach limit as a translation invariant positive continuous linear functional on the space of bounded scalar sequences which is equal to 1 at the constant sequence (1,1,...,1,...) is proved in a first course on functional…

泛函分析 · 数学 2019-06-12 M. A. Sofi

Motivated by the equivalent definition of a continuous operator between Banach spaces in terms of weakly null nets, we introduce unbounded continuous operators by replacing weak convergence with the unbounded absolutely weak convergence (…

泛函分析 · 数学 2020-08-11 Omid Zabeti

The dynamics of an extremely diluted neural network with high order synapses acting as corrections to the Hopfield model is investigated. As in the fully connected case, the high order terms may strongly improve the storage capacity of the…

凝聚态物理 · 物理学 2009-10-22 N. Lemke , J. J. Arenzon , F. A. Tamarit

We explore distributional chaos for $C_0$-semigroups of linear operators on Banach spaces whose index set is a sector in the complex plane. We establish the relationship between distributional sensitivity and distributional chaos by…

泛函分析 · 数学 2025-07-31 Zhen Jiang , Jian Li , Yini Yang

We developed a powerful computational approach to elaborate on onset mechanisms of deterministic chaos due to complex homoclinic bifurcations in diverse systems. Its core is the reduction of phase space dynamics to symbolic binary…

混沌动力学 · 物理学 2018-11-07 Krishna Pusuluri , Andrey L Shilnikov

The paper examines questions of local asymptotic stability of random dynamical systems. Results concerning stochastic dynamics in general metric spaces, as well as in Banach spaces, are obtained. The results pertaining to Banach spaces are…

动力系统 · 数学 2015-03-17 Igor V. Evstigneev , Sergey A. Pirogov , Klaus R. Schenk-Hoppé

We study the effect of a weak random additive noise in a linear chain of N locally-coupled logistic maps at the edge of chaos. Maps tend to synchronize for a strong enough coupling, but if a weak noise is added, very intermittent…

统计力学 · 物理学 2015-06-05 Alessandro Pluchino , Andrea Rapisarda , Constantino Tsallis

In this paper, we consider a Banach space valued random coefficient autoregressive process. Our studies on this process involve existence, weak law of large numbers, strong law of large numbers, some exponential inequalities, central limit…

概率论 · 数学 2022-12-06 Sadillo Sharipov

We utilize the idea underlying the construct of the classical weighted backward shift Rolewicz's operators to furnish a straightforward approach to a general construct of chaotic unbounded linear operators in a (real or complex) Banach…

泛函分析 · 数学 2018-12-11 Marat V. Markin

We focus on chaotic dynamical systems and analyze their time series with the use of autoencoders, i.e., configurations of neural networks that map identical output to input. This analysis results in the determination of the latent space…

神经与进化计算 · 计算机科学 2024-06-19 N. Almazova , G. D. Barmparis , G. P. Tsironis

We consider a perturbation determinant for pairs of nonpositive (in a sense of Komatsu) operators on Banach space with nuclear difference and prove a generalization of the important formula for the logarithmic derivative of this…

泛函分析 · 数学 2019-09-04 Adolf Mirotin

We consider two stable heteroclinic cycles rotating in opposite directions, coupled via diffusive terms. A complete synchronization in this system is impossible, and numerical exploration shows that chaos is abundant at low levels of…

混沌动力学 · 物理学 2023-06-14 Arkady Pikovsky , Alexander Nepomnyashchy

Phase space representations of the dynamics of the quantal and classical cat map are used to explore quantum--classical correspondence in a K-system: as $\hbar \to 0$, the classical chaotic behavior is shown to emerge smoothly and exactly.…

chao-dyn · 物理学 2009-10-28 Arjendu K. Pattanayak , Paul Brumer

Suppose $E$ is a Banach lattice. Recently, there have been some motivating contexts regarding the known Banach-Saks property and the Grothendieck property from an order point of view. In this paper, we establish these results for operators…

泛函分析 · 数学 2022-12-19 Omid Zabeti

We study the solvability of a quadratic integral equation of fractional order with linear modification of the argument. This equation is considered in the Banach space of real functions defined, bounded and continuous on an unbounded…

经典分析与常微分方程 · 数学 2008-05-13 Mohamed Abdalla Darwish

A novel type of self-organized lattice in which chaotic defects are arranged periodically is reported for a coupled map model of open flow. We find that temporally chaotic defects are followed by spatial relaxation to an almost periodic…

chao-dyn · 物理学 2009-10-22 Frederick H. Willeboordse , Kunihiko Kaneko

We determine the boundedness and compactness of a large class of operators, mapping from general Banach spaces of holomorphic functions into a particular type of spaces of functions determined by the growth of the functions, or the growth…

泛函分析 · 数学 2017-03-16 Nina Zorboska

Based on the analysis of a certain class of linear operators on a Banach space, we provide a closed form expression for the solutions of certain linear partial differential equations with non-autonomous input, time delays and stochastic…

经典分析与常微分方程 · 数学 2011-09-08 Mathieu Galtier , Jonathan Touboul

Furstenberg, Glasscock, Bergelson, Beiglboeck have been studied abundance in arithmatic progression on various large sets like piecewise syndetic, central, thick, etc. but also there are so many sets in which abundance in progression is…

组合数学 · 数学 2019-05-08 Aninda Chakraborty , Sayan Goswami