Neural Networks for Applied Sciences and Engineering - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Neural Networks for Applied Sciences and Engineering write by Sandhya Samarasinghe. This book was released on 2016-04-19. Neural Networks for Applied Sciences and Engineering available in PDF, EPUB and Kindle. In response to the exponentially increasing need to analyze vast amounts of data, Neural Networks for Applied Sciences and Engineering: From Fundamentals to Complex Pattern Recognition provides scientists with a simple but systematic introduction to neural networks. Beginning with an introductory discussion on the role of neural networks in
Neural Networks for Applied Sciences and Engineering
Neural Networks for Applied Sciences and Engineering - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Neural Networks for Applied Sciences and Engineering write by Jesus Jean. This book was released on 2017-05-09. Neural Networks for Applied Sciences and Engineering available in PDF, EPUB and Kindle. Beginning with an introductory discussion on the role of neural networks in scientific data analysis, this book provides a solid foundation of basic neural network concepts. It contains an overview of neural network architectures for practical data analysis followed by extensive step-by-step coverage on linear networks, as well as, multi-layer perceptron for nonlinear prediction and classification explaining all stages of processing and model development illustrated through practical examples and case studies. Later chapters present an extensive coverage on Self Organizing Maps for nonlinear data clustering, recurrent networks for linear nonlinear time series forecasting, and other network types suitable for scientific data analysis.
Applied Artificial Neural Network Methods For Engineers And Scientists: Solving Algebraic Equations
Applied Artificial Neural Network Methods For Engineers And Scientists: Solving Algebraic Equations - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Applied Artificial Neural Network Methods For Engineers And Scientists: Solving Algebraic Equations write by Snehashish Chakraverty. This book was released on 2021-01-26. Applied Artificial Neural Network Methods For Engineers And Scientists: Solving Algebraic Equations available in PDF, EPUB and Kindle. The aim of this book is to handle different application problems of science and engineering using expert Artificial Neural Network (ANN). As such, the book starts with basics of ANN along with different mathematical preliminaries with respect to algebraic equations. Then it addresses ANN based methods for solving different algebraic equations viz. polynomial equations, diophantine equations, transcendental equations, system of linear and nonlinear equations, eigenvalue problems etc. which are the basic equations to handle the application problems mentioned in the content of the book. Although there exist various methods to handle these problems, but sometimes those may be problem dependent and may fail to give a converge solution with particular discretization. Accordingly, ANN based methods have been addressed here to solve these problems. Detail ANN architecture with step by step procedure and algorithm have been included. Different example problems are solved with respect to various application and mathematical problems. Convergence plots and/or convergence tables of the solutions are depicted to show the efficacy of these methods. It is worth mentioning that various application problems viz. Bakery problem, Power electronics applications, Pole placement, Electrical Network Analysis, Structural engineering problem etc. have been solved using the ANN based methods.
Artificial Neural Networks for Engineering Applications
Artificial Neural Networks for Engineering Applications - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Artificial Neural Networks for Engineering Applications write by Alma Y. Alanis. This book was released on 2019-03-15. Artificial Neural Networks for Engineering Applications available in PDF, EPUB and Kindle. Artificial Neural Networks for Engineering Applications presents current trends for the solution of complex engineering problems that cannot be solved through conventional methods. The proposed methodologies can be applied to modeling, pattern recognition, classification, forecasting, estimation, and more. Readers will find different methodologies to solve various problems, including complex nonlinear systems, cellular computational networks, waste water treatment, attack detection on cyber-physical systems, control of UAVs, biomechanical and biomedical systems, time series forecasting, biofuels, and more. Besides the real-time implementations, the book contains all the theory required to use the proposed methodologies for different applications. Presents the current trends for the solution of complex engineering problems that cannot be solved through conventional methods Includes real-life scenarios where a wide range of artificial neural network architectures can be used to solve the problems encountered in engineering Contains all the theory required to use the proposed methodologies for different applications
Applied Neural Networks for Signal Processing
Applied Neural Networks for Signal Processing - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Applied Neural Networks for Signal Processing write by Fa-Long Luo. This book was released on 1998. Applied Neural Networks for Signal Processing available in PDF, EPUB and Kindle. A comprehensive introduction to the use of neural networks in signal processing.
