Search for new learning rules for Cellular Neural Networks using Genetic Programming

Elsayed Radwan; Eiichiro Tazaki

doi:10.11499/sicep.2004.0.12.1

SICE Annual Conference 2004

DOI https://doi.org/10.11499/sicep.2004.0.12.1

会議情報

主催: The Society of Instrument and Control Engineers

共催: The IEEE Industrial Electronics Society, The IEEE Robotics and Automation Society, The IEEE Control Systems Society, The IEEE Systems, Man and Cybernetics Society, The Instrumentation, Systems, and Automation Society

Search for new learning rules for Cellular Neural Networks using Genetic Programming

*Elsayed Radwan, Eiichiro Tazaki

著者情報

キーワード: Genetic Programming, Cellular Neural Network, Supervised learning

会議録・要旨集フリー

p. 12

詳細

抄録

We propose a new technique based upon Genetic Programming to discover new learning rules for Cellular Neural Networks. We choose Genetic Programming because of its ability to discover the values of rule parameter and the form of the rules. A new supervised learning algorithm has been discovered and comparison with other different methods is taken into account

責任著者(Corresponding author)

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