Please use this identifier to cite or link to this item: http://hdl.handle.net/10525/1025

 Title: The Cascade Orthogonal Neural Network Authors: Bodyanskiy, YevgeniyDolotov, ArtemPliss, IrynaViktorov, Yevgen Keywords: Orthogonal Activation FunctionsOrtho-SynapseOrtho-NeuronCascade Orthogonal Neural Network Issue Date: 2008 Publisher: Institute of Information Theories and Applications FOI ITHEA Abstract: In the paper new non-conventional growing neural network is proposed. It coincides with the Cascade- Correlation Learning Architecture structurally, but uses ortho-neurons as basic structure units, which can be adjusted using linear tuning procedures. As compared with conventional approximating neural networks proposed approach allows significantly to reduce time required for weight coefficients adjustment and the training dataset size. URI: http://hdl.handle.net/10525/1025 ISSN: 1313-0455 Appears in Collections: Book 2 Advanced Research in Artificial Intelligence

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