BioInformation Processing E-Book

James K. Peterson

• Herausgeber: Springer Singapore
• Kategorie: Wissenschaft und neue Technologien
• Serie: Cognitive Science and Technology
• Sprache: Englisch
• Veröffentlichungsjahr: 2016

Beschreibung

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.