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Neural Networks with Discontinuous/Impact Activations

Marat Akhmet and Enes Yilmaz
Publisher: 
Springer
Publication Date: 
2013
Number of Pages: 
168
Format: 
Hardcover
Series: 
Nonlinear Systems and Complexity 9
Price: 
129.00
ISBN: 
9781461485650
Category: 
Monograph
We do not plan to review this book.

Introduction.- Differential Equations with Piecewise Constant Argument of Generalized Type.- Impulsive Differential Equations.- Periodic Motions and Equilibria of Neural Networks with Piecewise Constant Argument.- Equilibria of Neural Networks with Impact Activation and Piecewise Constant Argument.- Periodic Motions of Neural Networks with Impact Activation and Piecewise Constant Argument.- The Method of Lyapunov Functions: RNNs.- The Lyapunov-Razumikhin Method: CNNs.

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