BioInformation Processing: A Primer on Computational Cognitive Science
James K. Peterson (auth.)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.
年:
2016
出版:
1
出版社:
Springer Singapore
语言:
english
页:
584
ISBN 10:
9812878718
ISBN 13:
9789812878717
系列:
Cognitive Science and Technology
文件:
PDF, 21.71 MB
IPFS:
,
english, 2016