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Chapter and Conference Paper
A Piecewise Linear Approximation Method for the Evaluation of Lyapunov Exponents of Polynomial Nonlinear Systems
Lyapunov exponents of a dynamical system give information about its long-term evolution. Exponents estimation is not an easy task; it is computationally costly and, in presence of chaotic dynamics, it exhibits...
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Chapter and Conference Paper
Identification of Chaotic Systems by Neural Networks
In this paper a traditional Multi Layer Perceptron with a tapped delay line as input is trained to identify the parameters of the Chua’s circuit when fed with a sequence of values of a scalar state variable. T...
