Synchronization for memristive chaotic neural networks using Wirtinger-based multiple integral inequality
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Machine Learning and Cybernetics"
DOI: 10.1007/s13042-016-0626-8
Abstract: This paper investigates the synchronization problem for a class of memristive chaotic neural networks with time-varying delays. Based on te Wirtinger-based double integral inequality, two novel inequalities are proposed, which are multiple integral forms of… read more here.
Keywords: neural networks; memristive chaotic; integral inequality; inequality ... See more keywords
Synchronization of General Chaotic Neural Networks With Nonuniform Sampling and Packet Missing: A Switched System Approach
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Neural Networks and Learning Systems"
DOI: 10.1109/tnnls.2016.2636163
Abstract: This paper is concerned with the exponential synchronization issue of general chaotic neural networks subject to nonuniform sampling and control packet missing in the frame of the zero-input strategy. Based on this strategy, we make… read more here.
Keywords: nonuniform sampling; neural networks; packet; chaotic neural ... See more keywords
Enhanced Results on Sampled-Data Synchronization for Chaotic Neural Networks With Actuator Saturation Using Parameterized Control.
Sign Up to like & getrecommendations! Published in 2023 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2023.3246426
Abstract: This article investigates a novel sampled-data synchronization controller design method for chaotic neural networks (CNNs) with actuator saturation. The proposed method is based on a parameterization approach which reformulates the activation function as the weighted… read more here.
Keywords: neural networks; chaotic neural; sampled data; data synchronization ... See more keywords
Finite-time synchronization for chaotic neural networks with stochastic disturbances
Sign Up to like & getrecommendations! Published in 2020 at "Advances in Difference Equations"
DOI: 10.1186/s13662-020-03112-y
Abstract: In this paper, we focus on the problem of synchronization for chaotic neural networks with stochastic disturbances. Firstly, we provide a basic result that the systems including the drive system, response system, and error system… read more here.
Keywords: system; neural networks; synchronization chaotic; time ... See more keywords
A Novel Color Image Encryption Scheme Based on Hyperchaos and Hopfield Chaotic Neural Network
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DOI: 10.3390/e24101474
Abstract: Problems such as insufficient key space, lack of a one-time pad, and a simple encryption structure may emerge in existing encryption schemes. To solve these problems, and keep sensitive information safe, this paper proposes a… read more here.
Keywords: neural network; encryption scheme; hopfield chaotic; chaotic neural ... See more keywords
Authenticated Encryption Based on Chaotic Neural Networks and Duplex Construction
Sign Up to like & getrecommendations! Published in 2021 at "Symmetry"
DOI: 10.3390/sym13122432
Abstract: In this paper, we propose, implement and analyze an Authenticated Encryption with Associated Data Scheme (AEADS) based on the Modified Duplex Construction (MDC) that contains a chaotic compression function (CCF) based on our chaotic neural… read more here.
Keywords: chaotic neural; authenticated encryption; duplex construction; construction ... See more keywords