Models of Wave Memory

Serguey Kashchenko (Autor)

Buch | Softcover

XXVIII, 239 Seiten

2016 | Softcover reprint of the original 1st ed. 2015
Springer International Publishing (Verlag)
978-3-319-36808-5 (ISBN)

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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.

Erscheinungsdatum	19.08.2017
Reihe/Serie	Lecture Notes in Morphogenesis
Zusatzinfo	XXVIII, 239 p.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	415 g
Themenwelt	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
Schlagworte	Asymmetric Methods • Complexity • Image Comparison • Irregular Oscillations • Nonlinear Dynamics • Oscillatory Neural Networks • Wave Memory
ISBN-10	3-319-36808-7 / 3319368087
ISBN-13	978-3-319-36808-5 / 9783319368085
Zustand	Neuware