BioInformation Processing

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A Primer on Computational Cognitive Science, Cognitive Science and Technology

ISBN: 9811357188
ISBN 13: 9789811357183
Autor: Peterson, James K
Verlag: Springer Verlag GmbH
Umfang: xxxv, 570 S., 165 farbige Illustr., 570 p. 165 illus. in color.
Erscheinungsdatum: 11.12.2018
Auflage: 1/2016
Produktform: Kartoniert
Einband: Kartoniert

This book shows how mathematics, computer science and science can be usefully and seamlessly intertwined. It begins with a general model of cognitive processes in a network of computational nodes, such as neurons, using a variety of tools from mathematics, computational science and neurobiology. It then moves on to solve the diffusion model from a low-level random walk point of view. It also demonstrates how this idea can be used in a new approach to solving the cable equation, in order to better understand the neural computation approximations. It introduces specialized data for emotional content, which allows a brain model to be built using MatLab tools, and also highlights a simple model of cognitive dysfunction.

Artikelnummer: 6133625 Kategorie:

Beschreibung

Autorenporträt

Dr. James Peterson is an Associate Professor in Mathematical Sciences and Biological Sciences at Clemson University, USA. His formal training is in mathematics but he has worked as an aerospace engineer and a software engineer also. He enjoys working on very hard problems that require multiple disciplines to make sense out of and he reads, studies and plays in cutting edge areas a lot as part of his interests.

Herstellerkennzeichnung:


Springer Verlag GmbH
Tiergartenstr. 17
69121 Heidelberg
DE

E-Mail: juergen.hartmann@springer.com

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