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Titlebook: Neuromathematics of Vision; Giovanna Citti,Alessandro Sarti Book 2014 Springer-Verlag Berlin Heidelberg 2014 Algorithms for Computer Visio

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書目名稱Neuromathematics of Vision
編輯Giovanna Citti,Alessandro Sarti
視頻videohttp://file.papertrans.cn/665/664224/664224.mp4
概述Includes helpful algorithms for applications in computer vision and bioengineering.Rigorous mathematical approach.Written by experts in the field
叢書名稱Lecture Notes in Morphogenesis
圖書封面Titlebook: Neuromathematics of Vision;  Giovanna Citti,Alessandro Sarti Book 2014 Springer-Verlag Berlin Heidelberg 2014 Algorithms for Computer Visio
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
關(guān)鍵詞Algorithms for Computer Vision; Connectivity Structure of the Visual Cortex; Functional Architecture o
版次1
doihttps://doi.org/10.1007/978-3-642-34444-2
isbn_softcover978-3-662-51005-6
isbn_ebook978-3-642-34444-2Series ISSN 2195-1934 Series E-ISSN 2195-1942
issn_series 2195-1934
copyrightSpringer-Verlag Berlin Heidelberg 2014
The information of publication is updating

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From Functional Architectures to Percepts: A Neuromathematical Approach,erceptual units constitution is introduced by means of a neurally based non linear PCA technique able to perform a spectral decomposition of the neurogeometrical operator and produce the perceptual gestalten [52, 53].
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