2021
DOI: 10.21203/rs.3.rs-283389/v1
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Exponential Stability Analysis and Application of Parameters Switched Neural Networks Via Intermittent Observation and Feedback Control

Abstract: This paper deals with a type of the exponential stability problem for the switched neural networks with timevarying delays driven by Brownian noise. As a prerequisite to main theorem, the existence and uniqueness of the solution to the main system are proved via contraction map theory. Based on intermittent observation control, the stability trajectory of the switched neural networks with time-varying delays is obtained. Employing stochastic analysis method, the exponential stability conditions are established… Show more

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