Cognitive Science and Technology: A Primer on Computational Cognitive Science

Peterson, James K.

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.

Details

Published by: Springer

Publication Date: 2018-12-11

Format: Paperback

ISBN-13: 9789811357183

DOI: 10.1007/978-981-287-871-7

Dimensions: 235cm x155cm

Pages: 570