Read e-book online An Introduction to Neural Network Methods for Differential PDF

By Neha Yadav,Anupam Yadav,Manoj Kumar

This booklet introduces numerous neural community tools for fixing differential equations bobbing up in technological know-how and engineering. The emphasis is put on a deep figuring out of the neural community thoughts, which has been provided in a commonly heuristic and intuitive demeanour. This strategy will allow the reader to appreciate the operating, potency and shortcomings of every neural community approach for fixing differential equations. The goal of this publication is to supply the reader with a valid realizing of the rules of neural networks and a complete creation to neural community tools for fixing differential equations including fresh advancements within the ideas and their applications.

The e-book includes 4 significant sections. part I comprises a quick assessment of differential equations and the proper actual difficulties bobbing up in technological know-how and engineering. part II illustrates the background of neural networks ranging from their beginnings within the Nineteen Forties via to the renewed curiosity of the Eighties. A normal creation to neural networks and studying applied sciences is gifted in part III. This part additionally comprises the outline of the multilayer perceptron and its studying equipment. In part IV, different neural community tools for fixing differential equations are brought, together with dialogue of the newest advancements within the field.

Advanced scholars and researchers in arithmetic, machine technological know-how and diverse disciplines in technological know-how and engineering will locate this booklet a helpful reference source.

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Read or Download An Introduction to Neural Network Methods for Differential Equations (SpringerBriefs in Applied Sciences and Technology) PDF

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An Introduction to Neural Network Methods for Differential Equations (SpringerBriefs in Applied Sciences and Technology) by Neha Yadav,Anupam Yadav,Manoj Kumar


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