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Models of Wave Memory
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Catalogue Information
Field name
Details
Dewey Class
519
Title
Models of Wave Memory ([EBook]) / by Serguey Kashchenko.
Author
Kashchenko, Serguey
Other name(s)
SpringerLink (Online service)
Edition statement
1st ed. 2015.
Publication
Cham : : Springer International Publishing : : Imprint: Springer, , 2015.
Physical Details
XXVIII, 239 p. 34 illus. : online resource.
Series
Lecture Notes in Morphogenesis
2195-1934
ISBN
9783319198668
Summary Note
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.:
Contents note
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.
System details note
Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users).
Internet Site
http://dx.doi.org/10.1007/978-3-319-19866-8
Links to Related Works
Subject References:
Complex Systems
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Complexity
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Complexity, Computational
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Mathematical Models of Cognitive Processes and Neural Networks
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Mathematics
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Neural networks (Computer science)
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Neurosciences
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Nonlinear Dynamics
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Statistical Physics
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System theory
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Authors:
Kashchenko, Serguey
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Corporate Authors:
SpringerLink (Online service)
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Series:
Lecture Notes in Morphogenesis
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Classification:
519
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