An Automatic Tool to Design CNN-Um Programs

Created by W.Langdon from gp-bibliography.bib Revision:1.4420

  author =       "Giovanni Egidio Pazienza and Kristof Karacs and 
                 Xavier Vilasis-Cardona",
  title =        "An Automatic Tool to Design CNN-Um Programs",
  booktitle =    "European Conference on Circuit Theory and Design,
                 ECCTD 2007",
  year =         "2007",
  pages =        "492--495",
  address =      "Seville, Spain",
  month =        aug,
  publisher =    "IEEE",
  keywords =     "genetic algorithms, genetic programming, Analogic
                 algorithms design, CNN-UM programs, Automatic design,
                 Image processing, Algorithm design and analysis, Analog
                 computers, Binary trees, Cellular neural networks,
                 Computer networks, Genetics, Image processing, Turing
                 machines, Vehicle detection, Vehicles, cellular neural
                 nets, digital signal processing chips, image
                 processing, neural chips, CNN-UM program, automatic
                 tool, cellular neural network universal machine,
                 genetic approach, image processing task",
  DOI =          "doi:10.1109/ECCTD.2007.4529640",
  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.",
  notes =        "Paper ID 5290

Genetic Programming entries for Giovanni Egidio Pazienza Kristof Karacs Xavier Vilasis Cardona