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An automatic tool to design CNN-UM programs | IEEE Conference Publication | IEEE Xplore
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An automatic tool to design CNN-UM programs


Abstract:

Programs for the Cellular Neural Network - Universal Machine are usually designed explicitly, and there is no method to create them automatically. In this paper we presen...Show More

Abstract:

Programs for the Cellular Neural Network - Universal Machine are usually designed explicitly, and there is no method to create them automatically. In this paper we present a tool, based on a genetic approach, capable of determining what CNN templates compose a CNN-UM program performing a given image processing task, and in which order they must be applied to the input. The effectiveness of our system is demonstrated experimentally on real-life problems, like the route number detection on public transport vehicles.
Date of Conference: 27-30 August 2007
Date Added to IEEE Xplore: 23 May 2008
ISBN Information:
Conference Location: Seville, Spain

References

References is not available for this document.