£47.00

VDM Verlag Nichtlineare Informationsverarbeitung im visuellen System: Analyse, Synthese und Identifikation

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Description

Inhaltlich unveränderte Neuauflage. Das visuelle System des Menschen ist spezialisiert auf die Verarbeitung und Speicherung natürlicher Bilder. Die grundlegenden informationstechnischen Prinzipien hierbei sind weitgehend ungeklärt. Hier werden verschiedene Ansätze verfolgt, um zu klären, welche Methoden geeignet sind, die Informationsverarbeitung im visuellen System zu analysieren, grundlegende Effekte zu modellieren und nichtlineare Systeme zur Kodierung natürlicher Bilder zu synthetisieren. Besonderer Wert wird hierbei auf die Analyse natürlicher Bilder mit Spektren höherer Ordnung, deren Verarbeitung mittels nichtlinearer Volterra-Wiener-Systeme und die Anpassung dieser Systeme an die statistischen Eigenschaften der Umwelt gelegt. Frage ist, wie nichtlineare neuronale Systeme im Allgemeinen zu einer effizienten Repräsentation natürlicher Bilder beitragen, und wie diese unter biologischen Bedingungen identifiziert werden können. Die technische Relevanz der Modelle wird nachgewiesen, indem die grundlegenden Prinzipien in einem nichtlinearen neuronalen System zur Kodierung natürlicher Bilder implementiert und evaluiert werden.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
01 June 2012
Listed Since
04 June 2012

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No barcode data available

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