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Neural Networks in Multidimensional Domains: Fundamentals and New Trends in Modelling and Control
Arena, Paolo; Fortuna, L.; Muscato, Giovanni; Xibilia, Maria G.
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Description for Neural Networks in Multidimensional Domains: Fundamentals and New Trends in Modelling and Control
paperback. Series: Lecture Notes in Control and Information Sciences. Num Pages: 183 pages, 7 black & white illustrations, biography. BIC Classification: UYQN. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 9. Weight in Grams: 300.
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 ... Read more
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 ... Read more
Product Details
Format
Paperback
Publication date
1998
Publisher
Springer United Kingdom
Number of pages
183
Condition
New
Series
Lecture Notes in Control and Information Sciences
Number of Pages
169
Place of Publication
England, United Kingdom
ISBN
9781852330064
SKU
V9781852330064
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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