BioInformation Processing
A Primer on Computational Cognitive Science| By: | James K. Peterson |
| Publisher: | Springer Nature |
| Print ISBN: | 9789812878694 |
| eText ISBN: | 9789812878717 |
| Edition: | 0 |
| Copyright: | 2016 |
| Format: | Page Fidelity |
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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.