Models of Wave Memory

Nonfiction, Science & Nature, Mathematics, Applied, Health & Well Being, Medical, Specialties, Internal Medicine, Neuroscience
Cover of the book Models of Wave Memory by Serguey Kashchenko, Springer International Publishing
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Author: Serguey Kashchenko ISBN: 9783319198668
Publisher: Springer International Publishing Publication: October 6, 2015
Imprint: Springer Language: English
Author: Serguey Kashchenko
ISBN: 9783319198668
Publisher: Springer International Publishing
Publication: October 6, 2015
Imprint: Springer
Language: English

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.

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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.

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