An Introduction to Modeling Neuronal Dynamics

An Introduction to Modeling Neuronal Dynamics
Author :
Publisher : Springer
Total Pages : 445
Release :
ISBN-10 : 9783319511719
ISBN-13 : 3319511718
Rating : 4/5 (718 Downloads)

Book Synopsis An Introduction to Modeling Neuronal Dynamics by : Christoph Börgers

Download or read book An Introduction to Modeling Neuronal Dynamics written by Christoph Börgers and published by Springer. This book was released on 2017-04-17 with total page 445 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

An Introduction to Modeling Neuronal Dynamics Related Books

An Introduction to Modeling Neuronal Dynamics
Language: en
Pages: 445
Authors: Christoph Börgers
Categories: Mathematics
Type: BOOK - Published: 2017-04-17 - Publisher: Springer

GET EBOOK

This book is intended as a text for a one-semester course on Mathematical and Computational Neuroscience for upper-level undergraduate and beginning graduate st
Neuronal Dynamics
Language: en
Pages: 591
Authors: Wulfram Gerstner
Categories: Computers
Type: BOOK - Published: 2014-07-24 - Publisher: Cambridge University Press

GET EBOOK

This solid introduction uses the principles of physics and the tools of mathematics to approach fundamental questions of neuroscience.
Dynamical Systems in Neuroscience
Language: en
Pages: 459
Authors: Eugene M. Izhikevich
Categories: Medical
Type: BOOK - Published: 2010-01-22 - Publisher: MIT Press

GET EBOOK

Explains the relationship of electrophysiology, nonlinear dynamics, and the computational properties of neurons, with each concept presented in terms of both ne
Brain Dynamics
Language: en
Pages: 331
Authors: Hermann Haken
Categories: Science
Type: BOOK - Published: 2007-12-22 - Publisher: Springer Science & Business Media

GET EBOOK

This is an excellent introduction for graduate students and nonspecialists to the field of mathematical and computational neurosciences. The book approaches the
An Introductory Course in Computational Neuroscience
Language: en
Pages: 405
Authors: Paul Miller
Categories: Science
Type: BOOK - Published: 2018-10-09 - Publisher: MIT Press

GET EBOOK

A textbook for students with limited background in mathematics and computer coding, emphasizing computer tutorials that guide readers in producing models of neu