| 书目名称 | Neurodynamics | | 副标题 | An Applied Mathemati | | 编辑 | Stephen Coombes,Kyle C. A. Wedgwood | | 视频video | | | 概述 | Uses techniques from modern applied physics to provide a perspective on neurodynamics.Includes range of models from single neuron to tissue-level.Reviews recent findings in field and literature | | 丛书名称 | Texts in Applied Mathematics | | 图书封面 |  | | 描述 | This book is about the dynamics of neural systems and should be suitable for those with a background in mathematics, physics, or engineering who want to see how their knowledge and skill sets can be applied in a neurobiological context. No prior knowledge of neuroscience is assumed, nor is advanced understanding of all aspects of applied mathematics! Rather, models and methods are introduced in the context of a typical neural phenomenon and a narrative developed that will allow the reader to test their understanding by tackling a set of mathematical problems at the end of each chapter. The emphasis is on mathematical- as opposed to computational-neuroscience, though stresses calculation above theorem and proof. The book presents necessary mathematical material in a digestible and compact form when required for specific topics. The book has nine chapters, progressing from the cell to the tissue, and an extensive set of references. It includes Markov chain models for ions,differential equations for single neuron models, idealised phenomenological models, phase oscillator networks, spiking networks, and integro-differential equations for large scale brain activity, with delays and sto | | 出版日期 | Textbook 2023 | | 关键词 | Nonlinear dynamical systems; Mathematical neuroscience; Brain dynamics; Network science; Nonsmooth syste | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-031-21916-0 | | isbn_softcover | 978-3-031-21918-4 | | isbn_ebook | 978-3-031-21916-0Series ISSN 0939-2475 Series E-ISSN 2196-9949 | | issn_series | 0939-2475 | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
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发表于 2025-3-21 19:06:49
