Calculus for Cognitive Scientists Derivatives, Integrals and Models /

• Κύριος συγγραφέας: Peterson, James K. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Singapore : Springer Singapore : Imprint: Springer, 2016.
• Έκδοση: 1st ed. 2016.
• Σειρά: Cognitive Science and Technology,
• Θέματα: Engineering.; Artificial intelligence.; Computer graphics.; Neural networks (Computer science).; Physics.; Computational intelligence.; Computational Intelligence.; Mathematical Models of Cognitive Processes and Neural Networks.; Theoretical, Mathematical and Computational Physics.; Artificial Intelligence (incl. Robotics).; Computer Imaging, Vision, Pattern Recognition and Graphics.
• Φυσική περιγραφή: XXXI, 507 p. 105 illus. in color. online resource.
• ISBN: 9789812878748
• ISSN: 2195-3988

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.