An application of "neocognitron" neural network for integral chip image processing

An application of "neocognitron" neural network for integral chip image processing

The architecture of the "neocognitron" neural network in the task of searching for structural units in a gray scale image of an integrated circuit is considered. The updated rule for activation of the network neurons invariant to distortions of brightness is represented. The comparative ou...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Sadykhov, R.Kh, Vatkin, M.E.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Brightness
Computer vision
Cybernetics
Image analysis
Image processing
Image recognition
Informatics
Multi-layer neural network
Neural networks
Neurons
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Beschreibung
Zusammenfassung:The architecture of the "neocognitron" neural network in the task of searching for structural units in a gray scale image of an integrated circuit is considered. The updated rule for activation of the network neurons invariant to distortions of brightness is represented. The comparative outcomes of recognition have shown the advantages of a neural network approach.
DOI:10.1109/IDAACS.2001.942014