Models of Wave Memory

Buch | Hardcover
XXVIII, 239 Seiten
2015 | 1st ed. 2015
Springer International Publishing (Verlag)
978-3-319-19865-1 (ISBN)

Lese- und Medienproben

Models of Wave Memory - Serguey Kashchenko
53,49 inkl. MwSt
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.

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.

Erscheint lt. Verlag 15.10.2015
Reihe/Serie Lecture Notes in Morphogenesis
Zusatzinfo XXVIII, 239 p.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Themenwelt Mathematik / Informatik Mathematik Angewandte Mathematik
Schlagworte Asymmetric Methods • Complexity • Image Comparison • Irregular Oscillations • Nonlinear Dynamics • Oscillatory Neural Networks • Wave Memory
ISBN-10 3-319-19865-3 / 3319198653
ISBN-13 978-3-319-19865-1 / 9783319198651
Zustand Neuware
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