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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.yb00] Neural Networks in Multidimensional Domains: Fundamentals and New Trends in Modelling and Control (Lecture Notes in Control and Information Sciences)

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 | #7706888 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...

You easily download any file type for your device.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. A good, fresh read, highly recommended.

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