Neural Networks with Discontinuous/Impact Activations
Description
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 involve discontinuities, which are natural because huge velocities and short distances are usually observed in devices modeling the networks. A discussion of the models, appropriate for the proposed applications, is also provided.
Keywords
ScienceSystem TheoryTechnology & EngineeringEngineering (General)ComputersArtificial IntelligenceBiomedicalMathematicsDifferential EquationsLanguage Arts & DisciplinesLibrary & Information Science
2013Book
Author(s)Marat Akhmet
PublisherSpringer New York
ISBN9781461485650
LanguageEnglish
