Models of Wave Memory

• Κύριος συγγραφέας: Kashchenko, Serguey (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Έκδοση: 1st ed. 2015.
• Σειρά: Lecture Notes in Morphogenesis,
• Θέματα: Mathematics.; Neurosciences.; System theory.; Neural networks (Computer science).; Statistical physics.; Complexity, Computational.; Mathematical Models of Cognitive Processes and Neural Networks.; Nonlinear Dynamics.; Complex Systems.; Complexity.
• Φυσική περιγραφή: XXVIII, 239 p. 34 illus. online resource.
• ISBN: 9783319198668
• ISSN: 2195-1934

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.