The Resource The making of a neuromorphic visual system, by Christoph Rasche

The making of a neuromorphic visual system, by Christoph Rasche

Label
The making of a neuromorphic visual system
Title
The making of a neuromorphic visual system
Statement of responsibility
by Christoph Rasche
Creator
Subject
Language
eng
Summary
  • "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 for example contour extraction in retinal circuits, orientation determination in cortical networks, position and scale independence of shape, as well as the issue of object and shape representation in a neural substrate. Region-based approaches are discussed and are modeled with wave-propagating networks. It is demonstrated how those networks operate on gray-scale images. 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 method of neuromorphic engineering, an analog electronic hardware substrate than can run neural computations in real-time and with little power."--BOOK JACKET
Cataloging source
DLC
Dewey number
006.3/2
Illustrations
illustrations
Index
index present
LC call number
QA76.87
LC item number
.R37 2005
Literary form
non fiction
Nature of contents
bibliography
Label
The making of a neuromorphic visual system, by Christoph Rasche
Publication
Bibliography note
Includes bibliographical references (p. [129]-135) and index
http://library.link/vocab/branchCode
  • net
Contents
1. Seeing : blazing processing characteristics -- 2. Category representation and recognition evolvement -- 3. Neuroscientific inspiration -- 4. Neuromorphic tools -- 5. Insight from line drawings studies -- 6. Retina circuits signaling and propagating contours -- 7. The symmetric-axis transform -- 8. Motion detection -- 9. Neuromorphic architectures : pieces and proposals -- 10. Shape recognition with contour propagation fields -- 11. Scene recognition -- 12. Summary
Control code
000026257751
Dimensions
24 cm
Extent
140 p.
Isbn
9780387234687
Lccn
2004058992
Other physical details
ill.
http://library.link/vocab/recordID
.b24037424
System control number
  • (OCoLC)56567140
  • springer0387234683

Library Locations

    • Deakin University Library - Geelong Waurn Ponds CampusBorrow it
      75 Pigdons Road, Waurn Ponds, Victoria, 3216, AU
      -38.195656 144.304955
Processing Feedback ...