Titlebook: Stability and Synchronization Control of Stochastic Neural Networks; Wuneng Zhou,Jun Yang,Dongbing Tong Book 2016 Springer-Verlag Berlin H

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Studies in Systems, Decision and Controlhttp://image.papertrans.cn/s/image/875318.jpg

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Stability and Synchronization of Neutral-Type Neural Networks,stem can be called a neutral system. The problems of stability and synchronization of neutral neural networks play an important role in the same issues of neural networks. In this chapter, robust stability of neutral neural networks is first discussed.

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,Stability and Synchronization of Neural Networks with Lévy Noise, This chapter is concentrated on the stability and synchronization issues of neural networks with Lévy noise. Almost surely exponential stability and pth moment asymptotic stability for such networks are discussed in the first two sections. Synchronization via sampled data and adaptive synchronization are investigated in the rest two sections.

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Exponential Stability and Synchronization Control of Neural Networks,In this chapter, we are concerned with exponential stability analysis for neural networks with fuzzy logical BAM and Markovian jump and synchronization control problem of stochastically coupled neural networks.

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Robust Stability and Synchronization of Neural Networks,In this chapter, the robust stability of high-order neural networks and hybrid stochastic neural networks is first investigated. The robust anti-synchronization and robust lag synchronization of chaotic neural networks are discussed in the sequel.

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Adaptive Synchronization of Neural Networks,The adaptive control strategy has been widely adopted due to its well performance in uncertain systems such as stochastic systems or nonlinear systems. In this chapter, adaptive control is designed for the synchronization of some kinds of neural networks including BAMDNN, SDNN with Markovian switching and T-S fuzzy NN.

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Some Applications to Economy Based on Related Research Method,This chapter provides two applications with respect to the topic of this book in finance and economy. As an application of Lévy process, Sect. . offers a portfolio strategy of financial market. Robust . control strategy is investigated for a generic linear rational expectation model of economy.

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