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Making of a Neuromorphic Visual System

Name: Making of a Neuromorphic Visual System
Brand: Springer-Verlag New York Inc.
SKU: 01381090
Price: 152.59 EUR
Availability: InStock
Author: C. Rasche
ISBN: 9780387234687

C. Rasche

Language

English

Book Hardback

Libristo code: 01381090

Publishers Springer-Verlag New York Inc., November 2004

This book presents an approach to the construction of a visual system, which is behaviorally, comput... Full description

Libristo code: 01381090

373 b

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This book presents an approach to the construction of a visual system, which is behaviorally, computationally and neurally motivated. The goal is to characterize the process of visual categorization and to find a suitable representation format that can successfully deal with the structural variability existent within visual categories. The book reviews past and existent theories of visual object and shape recognition in the fields of computer vision, neuroscience and psychology. The entire range of computations is discussed, as are region-based approaches and are modeled with wave-propagating networks. A completely novel shape recognition architecture is proposed that can recognize simple shapes under various degraded conditions. It is discussed how such networks can be used for constructing basic-level object representations. It is envisioned how those networks can be implemented using the methodof neuromorphic engineering.

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About the book

Full name Making of a Neuromorphic Visual System

Author C. Rasche

Language

English

Binding Book - Hardback

Date of issue 2004

Number of pages 140

EAN 9780387234687

ISBN 0387234683

Libristo code 01381090

Publishers Springer-Verlag New York Inc.

Weight 880

Dimensions 155 x 235 x 13

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