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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Neural Networks in Multidimensional Domains: Fundamentals and New Trends in Modelling and Control

Neural Networks in Multidimensional Domains: Fundamentals and New Trends in Modelling and Control

Muscato, Giovanni
Fortuna, Luigi
Arena, Paolo

Paperback

Series: Lecture Notes in Control and Information Sciences, Book 234

Technology & Engineering

ISBN10: 1852330066
ISBN13: 9781852330064
Publisher: Springer
Published: Apr 28 1998
Pages: 169
Weight: 0.59
Height: 0.39 Width: 6.14 Depth: 9.21
Language: English
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 modelling, function approximation and control. Some applications, referring to attractive themes in system engineering and a MATLAB software tool, are also reported. The appropriate background for this text is a knowledge of neural networks fundamentals. The manuscript is intended as a research report, but a great effort has been performed to make the subject comprehensible to graduate students in computer engineering, control engineering, computer sciences and related disciplines.

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