Models of Wave Memory

This monograph examines in detail models of neural systems described by delay-differential equations. Each element of the medium (neuron) is an oscillator that generates, in standalone mode, short impulses also known as spikes. The book discusses models of synaptic interaction between neurons, which...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Kashchenko, Serguey (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2015.
Edición:1st ed. 2015.
Colección:Lecture Notes in Morphogenesis,
Temas:
Neural networks (Computer science) .
Neurosciences.
Nonlinear Optics.
System theory.
Dynamics.
Nonlinear theories.
Mathematical Models of Cognitive Processes and Neural Networks.
Neuroscience.
Complex Systems.
Applied Dynamical Systems.
Acceso en línea:Texto Completo
Descripción
Sumario:This monograph examines in detail models of neural systems described by delay-differential equations. Each element of the medium (neuron) is an oscillator that generates, in standalone mode, short impulses also known as spikes. The book discusses models of synaptic interaction between neurons, which lead to complex oscillatory modes in the system. In addition, it presents a solution to the problem of choosing the parameters of interaction in order to obtain attractors with predetermined structure. These attractors are represented as images encoded in the form of autowaves (wave memory). The target audience primarily comprises researchers and experts in the field, but it will also be beneficial for graduate students.
Descripción Física:XXVIII, 239 p. 34 illus. online resource.
ISBN:9783319198668
ISSN:2195-1942

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