Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
C++ Neural Networks and Fuzzy Logic

Buy

The number of models available in neural network literature is quite large. Very often the treatment is mathematical and complex. This book provides illustrative examples in C++ that the reader can use as a basis for further experimentation. A key to learning about neural networks to appreciate their inner workings is to experiment. Neural networks, in the end, are fun to learn about and discover. Although the language for description used is C++, you will not find extensive class libraries in this book. With the exception of the backpropagation simulator, you will find fairly simple example programs for many different neural network architectures and paradigms. Since backpropagation is widely used and also easy to tame, a simulator is provided with the capacity to handle large input data sets. You use the simulator in one of the chapters in this book to solve a financial forecasting problem. You will find ample room to expand and experiment with the code presented in this book.

There are many different angles to neural networks and fuzzy logic. The fields are expanding rapidly with ever-new results and applications. This book presents many of the different neural network topologies, including the BAM, the Perceptron, Hopfield memory, ART1, Kohonen’s Self-Organizing map, Kosko’s Fuzzy Associative memory, and, of course, the Feedforward Backpropagation network (aka Multilayer Perceptron). You should get a fairly broad picture of neural networks and fuzzy logic with this book. At the same time, you will have real code that shows you example usage of the models, to solidify your understanding. This is especially useful for the more complicated neural network architectures like the Adaptive Resonance Theory of Stephen Grossberg (ART).

(HTML tags aren't allowed.)

Mobile .NET
Mobile .NET

Mobile .NET begins by examining a wide variety of different wireless Internet devices. These devices are divided into two main divisions: those that are directly supported by .NET (Pocket PCs, i-Mode phones, and WAP devices) and those that are not (Palm OS and J2ME-powered devices). By the end of this book, you'll be able to make...

Mac OS X Snow Leopard for Power Users: Advanced Capabilities and Techniques
Mac OS X Snow Leopard for Power Users: Advanced Capabilities and Techniques

Mac OS X Snow Leopard for Power Users: Advanced Capabilities and Techniques is for Mac OS X users who want to go beyond the obvious, the standard, and the easy. If want to dig deeper into Mac OS X and maximize your skills and productivity using the world’s slickest and most elegant operating system, then this is the book for...

Software Project Management: A Unified Framework
Software Project Management: A Unified Framework

Presents new management framework uniquely suited to the complexities of modern software development. Exposes the shortcoming of many wellaccepted management priorities & equips software professionals with state-of-the-art knowledge derived from the authors 20 years successful experience with project management. DLC: Computer software -...


Adobe InDesign CS4 Styles: How to Create Better, Faster Text and Layouts
Adobe InDesign CS4 Styles: How to Create Better, Faster Text and Layouts

Tap into the far-reaching potential of InDesign styles—from simple drop cap formatting to cross-media export to XHTML. Styles have the power to transform how design and production professionals approach and accomplish any project. Adopting a style-centric workflow can reduce tasks that would normally take days to mere hours, and tasks...

Pro Android Web Apps: Develop for Android using HTML5, CSS3 & JavaScript
Pro Android Web Apps: Develop for Android using HTML5, CSS3 & JavaScript

Developing applications for Android and other mobile devices using web technologies is now well within reach. When the capabilities of HTML5 are combined with CSS3 and JavaScript, web application developers have an opportunity to develop compelling mobile applications using familiar tools. Not only is it possible to build mobile web apps that...

The Truth About Confident Presenting
The Truth About Confident Presenting

Praise for The Truth About Confident Presenting

 

"O'Rourke goes beyond the typical list of speaking tips and packs a lot of wisdom into his 51 truths. He explains the critical link between the content of a speech and its ultimate...

©2021 LearnIT (support@pdfchm.net) - Privacy Policy