Neural Networks with Discontinuous/Impact Activations

• Main Authors: Akhmet, Marat (Author), Yılmaz, Enes (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York : Imprint: Springer, 2014.
• Series: Nonlinear Systems and Complexity, 9
• Subjects: Engineering.; Artificial intelligence.; Differential equations.; Neural networks (Computer science).; Complexity, Computational.; Biomedical engineering.; Complexity.; Artificial Intelligence (incl. Robotics).; Biomedical Engineering.; Ordinary Differential Equations.; Mathematical Models of Cognitive Processes and Neural Networks.

This book presents as its main subject new models in mathematical neuroscience. A wide range of neural networks models with discontinuities are discussed, including impulsive differential equations, differential equations with piecewise constant arguments, and models of mixed type. These models invo...