Kashchenko Models of Wave Memory

1. Auflage 2015
ISBN: 978-3-319-19866-8
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 239 Seiten

Reihe: Mathematics and Statistics (R0)

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.

Zielgruppe

Research

Autoren/Hrsg.

Kashchenko, Serguey

Inhaltsverzeichnis

Model of single neuron.- Model of the interaction of neurons.- Model of wave propagations in the ring neural structure with chemical synapsis.- Model of self-organization of oscillations in the ring system of homogeneous neural modules.- Model of adaptation of neural ensembles.- Model of the neural system, synchronizing the wave packets.- Model of the neural system with diffusive interaction of elements.- Pseudo correlative dimension of the electroencephalogram and its volume amount of short term memory of the human.- Estimates of differences of evoked potentials.