Calculus for Cognitive Scientists Derivatives, Integrals and Models /

This book provides a self-study program on how mathematics, computer science and science can be usefully and seamlessly intertwined. Learning to use ideas from mathematics and computation is essential for understanding approaches to cognitive and biological science. As such the book covers calculus...

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Bibliographic Details
Main Author: Peterson, James K. (Author)
Corporate Author: SpringerLink (Online service)
Format: e-Book
Language:English
Published: Singapore : Springer Nature Singapore : 2016.
Imprint: Springer,
Edition:1st ed. 2016.
Series:Cognitive Science and Technology,
Subjects:
Computational intelligence.
Neural networks (Computer science) .
Mathematical physics.
Artificial intelligence.
Image processing > Digital techniques.
Computer vision.
Computational Intelligence.
Mathematical Models of Cognitive Processes and Neural Networks.
Theoretical, Mathematical and Computational Physics.
Artificial Intelligence.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Online Access:Full-text access
Description
Summary:This book provides a self-study program on how mathematics, computer science and science can be usefully and seamlessly intertwined. Learning to use ideas from mathematics and computation is essential for understanding approaches to cognitive and biological science. As such the book covers calculus on one variable and two variables and works through a number of interesting first-order ODE models. It clearly uses MatLab in computational exercises where the models cannot be solved by hand, and also helps readers to understand that approximations cause errors - a fact that must always be kept in mind.
Physical Description:XXXI, 507 p. 105 illus. in color. online resource.
ISBN:9789812878748
ISSN:2195-3996
DOI:10.1007/978-981-287-874-8

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