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Neural Networks: introduction and some applications

Neural Networks: introduction and some applications

ByGiovanni Cialdino

Nature has often faced problems which are similar to those faced every day by engineers. Solutions found by nature have been improved and tested over millions of years so it is not surprising that such solutions work very well. Engineers can therefore get inspired by natural solutions. The first two chapters of the book try to imitate the most powerful processing units found in nature : the neuron. In the third chapter I will try to make an interconnection of artificial neurons to construct an artificial neural network with multiple applications , some of which will be shown in the fourth chapter. The last three chapters are dedicated to the use of neural networks in solving differential equations . In particular, the last chapter focuses on the solution of the Helmholtz equation with neural networks. This equation is typical of a large quantity of physical problems , and it is also used in the study of electromagnetic fields to find the fields’distribution into a metallic wave-guide .

Details

Publication Date
May 8, 2014
Language
English
ISBN
9781291868968
Category
Engineering
Copyright
All Rights Reserved - Standard Copyright License
Contributors
By (author): Giovanni Cialdino

Specifications

Format
PDF

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