Neural Networks with Discontinuous/Impact Activations

1. Introduction
Marat Akhmet, Enes Yılmaz

2. Differential Equations with Piecewise Constant Argument of Generalized Type
Marat Akhmet, Enes Yılmaz

3. Impulsive Differential Equations
Marat Akhmet, Enes Yılmaz

4. Periodic Motions and Equilibria of Neural Networks with Piecewise Constant Argument
Marat Akhmet, Enes Yılmaz

5. Equilibria of Neural Networks with Impact Activations and Piecewise Constant Argument
Marat Akhmet, Enes Yılmaz

6. Periodic Motions of Neural Networks with Impact Activations and Piecewise Constant Argument
Marat Akhmet, Enes Yılmaz

7. The Method of Lyapunov Functions: RNNs
Marat Akhmet, Enes Yılmaz

8. The Lyapunov–Razumikhin Method: CNNs
Marat Akhmet, Enes Yılmaz

Keywords: Engineering, Complexity, Artificial Intelligence (incl. Robotics), Biomedical Engineering, Ordinary Differential Equations, Mathematical Models of Cognitive Processes and Neural Networks