BioInformation Processing

A Primer on Computational Cognitive Science

Nonfiction, Science & Nature, Science, Physics, Mathematical Physics, Computers, Advanced Computing, Artificial Intelligence, General Computing
Cover of the book BioInformation Processing by James K. Peterson, Springer Singapore
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Author: James K. Peterson ISBN: 9789812878717
Publisher: Springer Singapore Publication: February 10, 2016
Imprint: Springer Language: English
Author: James K. Peterson
ISBN: 9789812878717
Publisher: Springer Singapore
Publication: February 10, 2016
Imprint: Springer
Language: English

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.

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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.

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