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.
| Autorius: | James K. Peterson |
| Serija: | Cognitive Science and Technology |
| Leidėjas: | Springer Nature Singapore |
| Išleidimo metai: | 2016 |
| Knygos puslapių skaičius: | 608 |
| ISBN-10: | 9812878696 |
| ISBN-13: | 9789812878694 |
| Formatas: | Knyga kietu viršeliu |
| Kalba: | Anglų |
| Žanras: | Mathematical modelling |
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