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Global Asymptotic Almost Periodic Synchronization of Clifford-Valued CNNs with Discrete Delays
2019
Complexity
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In this paper, we are concerned with Clifford-valued cellular neural networks (CNNs) with discrete delays. ...
Second, based on the Banach fixed point theorem, we establish the existence and uniqueness of almost periodic solutions of the considered neural networks. ...
Acknowledgments This work is supported by the National Natural Sciences Foundation of China under Grant No. 11861072. ...
doi:10.1155/2019/6982109
fatcat:n7gjxchdzfbybizh4krjuf6qla
Anti-Periodic Dynamics of Quaternion-Valued Fuzzy Cellular Neural Networks with Time-Varying Delays on Time Scales
2018
Discrete Dynamics in Nature and Society
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A class of quaternion-valued fuzzy cellular neural networks with time-varying delays on time scales is proposed. ...
class of neural networks are established. ...
Introduction Since Yang and Yang [1] first introduced fuzzy cellular neural networks (FCNNs) combining fuzzy operations (fuzzy AND and fuzzy OR) with cellular neural networks, FCNNs have been successfully ...
doi:10.1155/2018/5290786
fatcat:5dxpcfkqsrewrin2ut7bi7xbxq
Existence and Global Attractivity of Pseudo Almost Periodic Solutions for Clifford-Valued Fuzzy Neural Networks with Proportional Delays
2021
Mathematics
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In this paper, Clifford-valued fuzzy neural networks with proportional delays, whose leakage term coefficients are also Clifford numbers, are considered. ...
Based on the Banach fixed point theorem and differential inequality technique, we use a direct method to obtain the existence, uniqueness, and global attractivity of pseudo almost periodic solutions for ...
Conflicts of Interest: The authors declare no conflict of interest. ...
doi:10.3390/math9243306
fatcat:7722abdaxndafeebn2ufw4uspi
Finite-/fixed-time synchronization of delayed Clifford-valued recurrent neural networks
2021
Advances in Difference Equations
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AbstractThis paper investigates the problem of finite-/fixed-time synchronization for Clifford-valued recurrent neural networks with time-varying delays. ...
Then, suitable time-delayed feedback controllers are devised to investigate the synchronization problem in finite-/fixed-time of error system. ...
Funding The research is supported by the Rajamangala University of Technology Suvarnabhumi, Thailand. ...
doi:10.1186/s13662-021-03438-1
fatcat:s5kubhlhvffore565sjwc6m3hu
New Stability Criterion for Fractional-Order Quaternion-Valued Neural Networks Involving Discrete and Leakage Delays
2021
Journal of Mathematics
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In the current work, we are devoted to the issue of uniform stability of fractional-order quaternion-valued neural networks involving discrete and leakage delays. ...
Taking advantage of mathematical analysis strategy, a sufficient criterion involving delay to verify the global uniform stability for the considered fractional-order quaternion-valued neural networks is ...
Acknowledgments is work was supported by Natural Science Foundation of Guizhou Province (no. ZK2021019) and Guizhou University of Finance and Economics (nos. 2018YJ19 and 2018JGZZD04). ...
doi:10.1155/2021/9988073
fatcat:s3ilmjo5szbfdbolbnhlhmy75m
Global exponential stability of Clifford-valued neural networks with time-varying delays and impulsive effects
2021
Advances in Difference Equations
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AbstractIn this study, we investigate the global exponential stability of Clifford-valued neural network (NN) models with impulsive effects and time-varying delays. ...
By taking impulsive effects into consideration, we firstly establish a Clifford-valued NN model with time-varying delays. ...
with regard to jurisdictional claims in published maps and institutional affiliations. ...
doi:10.1186/s13662-021-03367-z
fatcat:2a4ouenesbf4dknhhyozfhbx6q
Exponential stability in the Lagrange sense for Clifford-valued recurrent neural networks with time delays
2021
Advances in Difference Equations
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AbstractThis paper considers the Clifford-valued recurrent neural network (RNN) models, as an augmentation of real-valued, complex-valued, and quaternion-valued neural network models, and investigates ...
In order to address the issue of non-commutative multiplication with respect to Clifford numbers, we divide the original n-dimensional Clifford-valued RNN model into $2^{m}n$ 2 m n real-valued models. ...
with regard to jurisdictional claims in published maps and institutional affiliations. ...
doi:10.1186/s13662-021-03415-8
fatcat:grot3o5uwrbdtoib6dn5adjrxi
2021 Index IEEE Transactions on Systems, Man, and Cybernetics: Systems Vol. 51
2021
IEEE Transactions on Systems, Man & Cybernetics. Systems
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-that appeared in this periodical during 2021, and items from previous years that were commented upon or corrected in 2021. ...
The primary entry includes the coauthors' names, the title of the paper or other item, and its location, specified by the publication abbreviation, year, month, and inclusive pagination. ...
Exponential Stability of Delayed Generalized Neural Networks With Intermittent Large-Delay Periods. ...
doi:10.1109/tsmc.2021.3136054
fatcat:b5hcsfwjw5hllpenqmaq6wpke4
2021 Index IEEE Transactions on Neural Networks and Learning Systems Vol. 32
2021
IEEE Transactions on Neural Networks and Learning Systems
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-that appeared in this periodical during 2021, and items from previous years that were commented upon or corrected in 2021. ...
The primary entry includes the coauthors' names, the title of the paper or other item, and its location, specified by the publication abbreviation, year, month, and inclusive pagination. ...
., +, TNNLS July 2021 3046-3055 On μ-Pseudo Almost Periodic Solutions for Clifford-Valued Neutral Type Neural Networks With Delays in the Leakage Term. ...
doi:10.1109/tnnls.2021.3134132
fatcat:2e7comcq2fhrziselptjubwjme
Bifurcation Study on Fractional-Order Cohen–Grossberg Neural Networks Involving Delays
2020
Mathematical Problems in Engineering
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Firstly, we study the stability and the appearance of Hopf bifurcation of the involved neural networks with identical delay ϑ 1 = ϑ 2 = ϑ . ...
This work is chiefly concerned with the stability behavior and the appearance of Hopf bifurcation of fractional-order delayed Cohen–Grossberg neural networks. ...
Acknowledgments is study was supported by the Social Science Fund Project of Jiangsu Institute of Technology (no. KYY17504). ...
doi:10.1155/2020/8833366
fatcat:fj5ujmedezh7xpl3doefy7kheq
2021 Index IEEE Transactions on Circuits and Systems II: Express Briefs Vol. 68
2021
IEEE Transactions on Circuits and Systems - II - Express Briefs
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-that appeared in this periodical during 2021, and items from previous years that were commented upon or corrected in 2021. ...
The primary entry includes the coauthors' names, the title of the paper or other item, and its location, specified by the publication abbreviation, year, month, and inclusive pagination. ...
., +, TCSII July 2021 2523-2527 Event-Triggered Synchronization for Discrete-Time Neural Networks With Unknown Delays. ...
doi:10.1109/tcsii.2022.3144928
fatcat:bm53w7gva5bthholfhhiq4yg3a
Table of Contents
2021
2021 40th Chinese Control Conference (CCC)
unpublished
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LIANG Rongguo, REN Shun-Yan, WANG Jin-Liang 818 Robust Finite-time Passivity and Synchronization of Coupled Complex-valued Memristive Neural Networks with Parameter Uncertainty . . . . . . . . . . . . ...
LIANG Cong, XU Xing, WANG Feng 1405 Exponential Synchronization of Switched Cellular Neural Networks via AED-ADT Method . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . ...
doi:10.23919/ccc52363.2021.9550117
fatcat:55y7a2gagfhtpc6llmfvl7gqpm
Introduction to Semi-discrete Calculus
[article]
2022
arXiv
pre-print
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The Infinitesimal Calculus explores mainly two measurements: the instantaneous rates of change and the accumulation of quantities. ...
While it seems to be a special case of the rate (via the derivative sign), this work proposes a separate and favorable mathematical framework for the trend, called Semi-discrete Calculus. ...
The slope sign can be obtained by comparing the input's current value with a sample of u delayed by one symbol period. ...
arXiv:1012.5751v8
fatcat:jmezjckexbhordebtjyl6r3w4y
Online) International Journal of Network Security is published both in traditional paper form (ISSN 1816-353X) and in Internet
2017
International Journal of Network Security
unpublished
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With the characteristic of spatial diversity and low cost, cooperative system is a tendency for the future communications. ...
It is not suitable to apply to the equipment with low computing resources, such as Internet of Things (IoT) application. ...
Acknowledgments This work is supported by the National Natural Science Foundation of China (No. 61363078), the Natural Science Foundation of Gansu Province of China (No. 1310RJYA004). ...
fatcat:vy4pp4thsfcrpakpwdjmdgjuoy