BioInformation Processing : A Primer on Computational Cognitive Science

Peterson, James K.

BioInformation Processing : A Primer on Computational Cognitive Science by James K Peterson - 1st ed. - Singapore Springer 2016 - 1 recurso en línea (XXXV, 570 p.) 165 il. col. - Cognitive Science and Technology 2195-3988 . - Cognitive Science and Technology .

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.

9789812878717


Bioinformática

QH324.2 / .P484 2016 EB