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Neha Yadav,Anupam Yadav,Manoj Kumar's An Introduction to Neural Network Methods for Differential PDF

By Neha Yadav,Anupam Yadav,Manoj Kumar

This e-book introduces a number of neural community equipment for fixing differential equations coming up in technological know-how and engineering. The emphasis is put on a deep figuring out of the neural community innovations, which has been awarded in a as a rule heuristic and intuitive demeanour. This technique will permit the reader to appreciate the operating, potency and shortcomings of every neural community method for fixing differential equations. The target of this booklet is to supply the reader with a legitimate knowing of the principles of neural networks and a accomplished creation to neural community equipment for fixing differential equations including contemporary advancements within the recommendations and their applications.

The booklet includes 4 significant sections. part I contains a short review of differential equations and the appropriate actual difficulties coming up in technological know-how and engineering. part II illustrates the background of neural networks ranging from their beginnings within the Forties via to the renewed curiosity of the Eighties. A basic creation to neural networks and studying applied sciences is gifted in part III. This part additionally contains the outline of the multilayer perceptron and its studying equipment. In part IV, the several neural community tools for fixing differential equations are brought, together with dialogue of the latest advancements within the field.

Advanced scholars and researchers in arithmetic, laptop technological know-how and numerous disciplines in technological know-how and engineering will locate this e-book a priceless reference source.

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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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