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Neural Networks in Multidimensional Domains: Fundamentals and New Trends in Modelling and Control (Lecture Notes in Control and Information Sciences)

Paolo Arena, Luigi Fortuna, Giovanni Muscato, Maria Gabriella Xibilia




[PDF.la80] Neural Networks in Multidimensional Domains: Fundamentals and New Trends in Modelling and Control (Lecture Notes in Control and Information Sciences)

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 | #8150463 in Books |  Springer |  1998-04-28 |  1998-04-28 | Original language:English | PDF # 1 |  9.25 x.42 x6.10l,.59 | File type: PDF | 169 pages

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In this monograph, new structures of neural networks in multidimensional domains are introduced. These architectures are a generalization of the Multi-layer Perceptron (MLP) in Complex, Vectorial and Hypercomplex algebra. The approximation capabilities of these networks and their learning algorithms are discussed in a multidimensional context. The work includes the theoretical basis to address the properties of such structures and the advantages introduced in system mode...

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