书目名称 | Neuromathematics of Vision |
编辑 | Giovanna Citti,Alessandro Sarti |
视频video | |
概述 | Includes helpful algorithms for applications in computer vision and bioengineering.Rigorous mathematical approach.Written by experts in the field |
丛书名称 | Lecture Notes in Morphogenesis |
图书封面 |  |
描述 | This book is devoted to the study of the functional architecture of the visual cortex. Its geometrical structure is the differential geometry of the connectivity between neural cells. This connectivity is building and shaping the hidden brain structures underlying visual perception. The story of the problem runs over the last 30 years, since the discovery of Hubel and Wiesel of the modular structure of the primary visual cortex, and slowly cams towards a theoretical understanding of the experimental data on what we now know as functional architecture of the primary visual cortex..Experimental data comes from several domains: neurophysiology, phenomenology of perception and neurocognitive imaging. Imaging techniques like functional MRI and diffusion tensor MRI allow to deepen the study of cortical structures. Due to this variety of experimental data, neuromathematematics deals with modelling both cortical structures and perceptual spaces..From the mathematical point of view, neuromathematical call for new instruments of pure mathematics: sub-Riemannian geometry models horizontal connectivity, harmonic analysis in non commutative groups allows to understand pinwheels structure, as we |
出版日期 | Book 2014 |
关键词 | Algorithms for Computer Vision; Connectivity Structure of the Visual Cortex; Functional Architecture o |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-642-34444-2 |
isbn_softcover | 978-3-662-51005-6 |
isbn_ebook | 978-3-642-34444-2Series ISSN 2195-1934 Series E-ISSN 2195-1942 |
issn_series | 2195-1934 |
copyright | Springer-Verlag Berlin Heidelberg 2014 |