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Titlebook: Elements of Neurogeometry; Functional Architect Jean Petitot Book 2017 Springer International Publishing AG 2017 Functional architecture.As

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發(fā)表于 2025-3-21 19:13:10 | 只看該作者 |倒序瀏覽 |閱讀模式
書目名稱Elements of Neurogeometry
副標(biāo)題Functional Architect
編輯Jean Petitot
視頻videohttp://file.papertrans.cn/308/307612/307612.mp4
概述Illustrates the fascinating interactions between mathematics and neuroscience.Describes geometrical models of the functional architecture of the visual cortex.Presents a variety of examples.Includes s
叢書名稱Lecture Notes in Morphogenesis
圖書封面Titlebook: Elements of Neurogeometry; Functional Architect Jean Petitot Book 2017 Springer International Publishing AG 2017 Functional architecture.As
描述.This book describes several mathematical models of the primary visual cortex, referring them to a vast ensemble of experimental data and putting forward an original geometrical model for its functional architecture, that is, the highly specific organization of its neural connections. The book spells out the geometrical algorithms implemented by this functional architecture, or put another way, the “neurogeometry”?immanent in visual perception. Focusing on the neural origins?of our spatial representations, it demonstrates three things: firstly, the way the visual neurons filter the optical signal is closely related to a wavelet analysis;?secondly, the contact structure of the 1-jets of the curves in the plane (the retinal plane here) is implemented by the cortical functional architecture; and lastly, the visual algorithms for integrating contours from what may be rather incomplete sensory data can be modelled by the sub-Riemannian geometry associated with this contact structure.. .As such, it provides readers with the first systematic interpretation of a number of important neurophysiological observations in a well-defined mathematical framework. The book’s neuromathematical explor
出版日期Book 2017
關(guān)鍵詞Functional architecture; Association field; Helmholtz equation; Contact structure; Fibre bundle; Gaussian
版次1
doihttps://doi.org/10.1007/978-3-319-65591-8
isbn_softcover978-3-319-88063-1
isbn_ebook978-3-319-65591-8Series ISSN 2195-1934 Series E-ISSN 2195-1942
issn_series 2195-1934
copyrightSpringer International Publishing AG 2017
The information of publication is updating

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發(fā)表于 2025-3-22 00:06:10 | 只看該作者
Functional Architecture I: The Pinwheels of ,1, of the so-called simple neurons in .1 detect positions and orientations in the visual field, with those detecting the various orientations for . position being grouped together into functional micromodules that can be defined anatomically and are called . or pinwheels. In this sense, .1 implements
板凳
發(fā)表于 2025-3-22 02:37:11 | 只看該作者
Functional Architectures II: Horizontal Connections and Contact Structure, detect orientations at different points which are ., and even approximately .. This coaxial ‘parallel transport’ has been confirmed by psychophysical experiments on what David Field, Anthony Hayes,, and Robert Hess called the .. To a first approximation, coaxial parallel transport implements what i
地板
發(fā)表于 2025-3-22 07:30:28 | 只看該作者
Transition to Volume II,e elements of the sub-Riemannian geometry of the . model using the tools of control theory: geodesics, unit sphere, wave front, caustic, cut locus, conjugate points, and so on. (ii) The more natural model ., constructed on .(2) itself (which is the . bundle associated with .). .(2) is no longer nilp
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978-3-319-88063-1Springer International Publishing AG 2017
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Elements of Neurogeometry978-3-319-65591-8Series ISSN 2195-1934 Series E-ISSN 2195-1942
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Jean PetitotIllustrates the fascinating interactions between mathematics and neuroscience.Describes geometrical models of the functional architecture of the visual cortex.Presents a variety of examples.Includes s
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