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Titlebook: Novelty, Information and Surprise; Günther Palm Textbook 20121st edition Springer-Verlag Berlin Heidelberg 2012 cover.information.lattice.

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发表于 2025-3-21 19:00:46 | 显示全部楼层 |阅读模式
书目名称Novelty, Information and Surprise
编辑Günther Palm
视频video
概述Definition of useful new concepts: description, novelty, surprise, template.New viewpoint on information theory in relation to (natural) science.New method to analyse neuronal spike trains (burst surp
图书封面Titlebook: Novelty, Information and Surprise;  Günther Palm Textbook 20121st edition Springer-Verlag Berlin Heidelberg 2012 cover.information.lattice.
描述The book offers a new approach to information theory that is more general then the classical approach by Shannon. The classical definition of information is given for an alphabet of symbols or for a set of mutually exclusive propositions (a partition of the probability space Ω) with corresponding probabilities adding up to 1. The new definition is given for an arbitrary cover of Ω, i.e. for a set of possibly overlapping propositions. The generalized information concept is called novelty and it is accompanied by two new concepts derived from it, designated as information and surprise, which describe "opposite" versions of novelty, information being related more to classical information theory and surprise being related more to the classical concept of statistical significance. In the discussion of these three concepts and their interrelations several properties or classes of covers are defined, which turn out to be lattices. The book also presents applications of these new concepts, mostly in statistics and in neuroscience.
出版日期Textbook 20121st edition
关键词cover; information; lattice; novelty; surprise; information and communication, circuits
版次1
doihttps://doi.org/10.1007/978-3-642-29075-6
isbn_ebook978-3-642-29075-6
copyrightSpringer-Verlag Berlin Heidelberg 2012
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Novelty, Information and Surprise of Repertoires would be sufficient to define everything just for repertoires. It turns out that the theories of novelty and of information on repertoires are both proper extensions of classical information theory (where complementary theorems hold), which coincide with each other and with classical information theory, when the repertoires are partitions.
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ence.New method to analyse neuronal spike trains (burst surpThe book offers a new approach to information theory that is more general then the classical approach by Shannon. The classical definition of information is given for an alphabet of symbols or for a set of mutually exclusive propositions (a
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nterrelations several properties or classes of covers are defined, which turn out to be lattices. The book also presents applications of these new concepts, mostly in statistics and in neuroscience.978-3-642-29075-6
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Günther Palmraffic in each direction and the more restrictive are the rules, this chapter examines the nature of EU-ASEAN trade and investment flows, their adjustment implications and the EU’s trade treatment of ASEAN.
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