An Introduction to Modeling Neuronal Dynamics

• Κύριος συγγραφέας: Börgers, Christoph (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Σειρά: Texts in Applied Mathematics, 66
• Θέματα: Mathematics.; Neurosciences.; Neural networks (Computer science).; Biomathematics.; Vibration.; Dynamical systems.; Dynamics.; Mathematical Models of Cognitive Processes and Neural Networks.; Mathematical and Computational Biology.; Statistical Physics and Dynamical Systems.; Vibration, Dynamical Systems, Control.
• Φυσική περιγραφή: XIII, 457 p. 356 illus., 186 illus. in color. online resource.
• ISBN: 9783319511719
• ISSN: 0939-2475 ;

This book is intended as a text for a one-semester course on Mathematical and Computational Neuroscience for upper-level undergraduate and beginning graduate students of mathematics, the natural sciences, engineering, or computer science. An undergraduate introduction to differential equations is more than enough mathematical background. Only a slim, high school-level background in physics is assumed, and none in biology. Topics include models of individual nerve cells and their dynamics, models of networks of neurons coupled by synapses and gap junctions, origins and functions of population rhythms in neuronal networks, and models of synaptic plasticity. An extensive online collection of Matlab programs generating the figures accompanies the book. .