书目名称 | Cognitive Phase Transitions in the Cerebral Cortex - Enhancing the Neuron Doctrine by Modeling Neura |
编辑 | Robert Kozma,Walter J. Freeman |
视频video | http://file.papertrans.cn/230/229076/229076.mp4 |
概述 | Presents a complex systems perspective of Cognition.Demonstrates a new original view at cognition as a neural percolation process.Includes commentaries by famous specialists in the neuro/brain-system |
丛书名称 | Studies in Systems, Decision and Control |
图书封面 |  |
描述 | .This intriguing book was born out of the many discussions the authors had in the past 10 years about the role of scale-free structure and dynamics in producing intelligent behavior in brains.. The microscopic dynamics of neural networks is well described by the prevailing paradigm based in a narrow interpretation of the neuron doctrine. This book broadens the doctrine by incorporating the dynamics of neural fields, as first revealed by modeling with differential equations (K-sets). The book broadens that approach by application of random graph theory (neuropercolation). The book concludes with diverse commentaries that exemplify the wide range of mathematical/conceptual approaches to neural fields. . This book is intended for researchers, postdocs, and graduate students, who see the limitations of network theory and seek a beachhead from which to embark on mesoscopic and macroscopic neurodynamics.. |
出版日期 | Book 2016 |
关键词 | Cognition; Cognitive Systems; Complex Systems; Neural Percolation; Neural Percolation Process; complexity |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-319-24406-8 |
isbn_softcover | 978-3-319-37352-2 |
isbn_ebook | 978-3-319-24406-8Series ISSN 2198-4182 Series E-ISSN 2198-4190 |
issn_series | 2198-4182 |
copyright | Springer International Publishing Switzerland 2016 |