Calculus for Cognitive Scientists Partial Differential Equation 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.; Theoretical, Mathematical and Computational Physics.; Mathematical Models of Cognitive Processes and Neural Networks.; Artificial Intelligence (incl. Robotics).; Computer Imaging, Vision, Pattern Recognition and Graphics.

This book shows cognitive scientists in training how mathematics, computer science and science can be usefully and seamlessly intertwined. It is a follow-up to the first two volumes on mathematics for cognitive scientists, and includes the mathematics and computational tools needed to understand how...

Πίνακας περιεχομένων:

• Introduction
• Graham - Schmidt Orthogonalization
• Numerical Differential Equations
• Biological Molecules
• Ion Movement
• Lumped and Distributed Cell Models
• Time Independent Solutions to Infinite Cables
• Time Independent Solutions to Finite and Half-Infinite Space Cables
• A Primer On Series Solutions
• Linear Partial Differential Equations
• Simplified Dendrite - Soma – Axon Information Processing
• The Basic Hodgkin - Huxley Model
• Final Thoughts
• Background Reading.