Modeling Neural Circuits Made Simple with Python

Modeling Neural Circuits Made Simple with Python

EnglishEbook
Rosenbaum, Robert
The MIT Press
EAN: 9780262378741
Available online
CZK 2,251
Common price CZK 2,501
Discount 10%
pc

Detailed information

An accessible undergraduate textbook in computational neuroscience that provides an introduction to the mathematical and computational modeling of neurons and networks of neurons.Understanding the brain is a major frontier of modern science. Given the complexity of neural circuits, advancing that understanding requires mathematical and computational approaches. This accessible undergraduate textbook in computational neuroscience provides an introduction to the mathematical and computational modeling of neurons and networks of neurons. Starting with the biophysics of single neurons, Robert Rosenbaum incrementally builds to explanations of neural coding, learning, and the relationship between biological and artificial neural networks. Examples with real neural data demonstrate how computational models can be used to understand phenomena observed in neural recordings. Based on years of classroom experience, the material has been carefully streamlined to provide all the content needed to build a foundation for modeling neural circuits in a one-semester course.* Proven in the classroom* Example-rich, student-friendly approach* Includes Python code and a mathematical appendix reviewing the requisite background in calculus, linear algebra, and probability* Ideal for engineering, science, and mathematics majors and for self-study
EAN 9780262378741
ISBN 0262378744
Binding Ebook
Publisher The MIT Press
Publication date March 19, 2024
Pages 168
Language English
Country United States
Authors Rosenbaum, Robert
Series Computational Neuroscience Series
Manufacturer information
The manufacturer's contact information is currently not available online, we are working intensively on the axle. If you need information, write us on helpdesk@megabooks.sk, we will be happy to provide it.