Calculus for Cognitive Scientists : Partial Differential Equation Models Paperback / softback
by JAMES PETERSON
Part of the Cognitive Science and Technology series
Paperback / softback
Description
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 to compute the terms in the Fourier series expansions that solve the cable equation.
The latter is derived from first principles by going back to cellular biology and the relevant biophysics. A detailed discussion of ion movement through cellular membranes, and an explanation of how the equations that govern such ion movement leading to the standard transient cable equation are included.
There are also solutions for the cable model using separation of variables, as well an explanation of why Fourier series converge and a description of the implementation of MatLab tools to compute the solutions.
Finally, the standard Hodgkin - Huxley model is developed for an excitable neuron and is solved using MatLab.
Information
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Out of stock
- Format:Paperback / softback
- Pages:534 pages, 156 Illustrations, color; XXXI, 534 p. 156 illus. in color.
- Publisher:Springer Verlag, Singapore
- Publication Date:09/12/2018
- Category:
- ISBN:9789811357213
Other Formats
- PDF from £110.08
Information
-
Out of stock
- Format:Paperback / softback
- Pages:534 pages, 156 Illustrations, color; XXXI, 534 p. 156 illus. in color.
- Publisher:Springer Verlag, Singapore
- Publication Date:09/12/2018
- Category:
- ISBN:9789811357213
