Hands On Neural Network Programming With C

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Hands On Neural Network Programming With C

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Author : Matt R. Cole
language : en
Publisher: Packt Publishing Ltd
Release Date : 2018-09-29

Hands On Neural Network Programming With C written by Matt R. Cole and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-29 with Computers categories.

Create and unleash the power of neural networks by implementing C# and .Net code Key FeaturesGet a strong foundation of neural networks with access to various machine learning and deep learning librariesReal-world case studies illustrating various neural network techniques and architectures used by practitionersCutting-edge coverage of Deep Networks, optimization algorithms, convolutional networks, autoencoders and many moreBook Description Neural networks have made a surprise comeback in the last few years and have brought tremendous innovation in the world of artificial intelligence. The goal of this book is to provide C# programmers with practical guidance in solving complex computational challenges using neural networks and C# libraries such as CNTK, and TensorFlowSharp. This book will take you on a step-by-step practical journey, covering everything from the mathematical and theoretical aspects of neural networks, to building your own deep neural networks into your applications with the C# and .NET frameworks. This book begins by giving you a quick refresher of neural networks. You will learn how to build a neural network from scratch using packages such as Encog, Aforge, and Accord. You will learn about various concepts and techniques, such as deep networks, perceptrons, optimization algorithms, convolutional networks, and autoencoders. You will learn ways to add intelligent features to your .NET apps, such as facial and motion detection, object detection and labeling, language understanding, knowledge, and intelligent search. Throughout this book, you will be working on interesting demonstrations that will make it easier to implement complex neural networks in your enterprise applications. What you will learnUnderstand perceptrons and how to implement them in C#Learn how to train and visualize a neural network using cognitive servicesPerform image recognition for detecting and labeling objects using C# and TensorFlowSharpDetect specific image characteristics such as a face using Accord.NetDemonstrate particle swarm optimization using a simple XOR problem and EncogTrain convolutional neural networks using ConvNetSharpFind optimal parameters for your neural network functions using numeric and heuristic optimization techniques.Who this book is for This book is for Machine Learning Engineers, Data Scientists, Deep Learning Aspirants and Data Analysts who are now looking to move into advanced machine learning and deep learning with C#. Prior knowledge of machine learning and working experience with C# programming is required to take most out of this book

Portable User Interface Programming In C

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Author : Mark Watson
language : en
Publisher: McGraw-Hill Companies
Release Date : 1995

Portable User Interface Programming In C written by Mark Watson and has been published by McGraw-Hill Companies this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Computers categories.

Now expanded to cover OS/2 and WIN32, this book is an essential guide for all professional C++ programmers who need to create seamless graphical user interfaces across multiple platforms. Watson provides dozens of programming examples that clearly demonstrate each programming technique, and includes all the code on the accompanying disk for easy use.

Neural Networks In C

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Author : Adam Blum
language : en
Publisher: Wiley
Release Date : 1992-06-04

Neural Networks In C written by Adam Blum and has been published by Wiley this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992-06-04 with Computers categories.

Neural Networks in C++ An Object-Oriented Framework for Building Connectionist Systems Extremely useful, this valuable guide concentrates on the practical side of building neural network applications. Written with a wealth of useful examples in C++, the book provides you with the nuts-and-bolts guidelines for hands-on development of real-world connectionist systems. Neural Networks in C++ also: Includes a complete C++ class library especially designed for neural network applications Fully covers three major application areas of neural network programming—image recognition, text processing, and forecasting Provides introductory material on neural networks Covers the basics on an object-oriented framework for connectionist systems

Soft Computing Biomedical And Related Applications

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Author : Nguyen Hoang Phuong
language : en
Publisher: Springer Nature
Release Date : 2021-06-16

Soft Computing Biomedical And Related Applications written by Nguyen Hoang Phuong and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06-16 with Technology & Engineering categories.

This book lists current and potential biomedical uses of computational intelligence methods. These methods are used in diagnostics and treatment of such diseases as cancer, cardiac diseases, pneumonia, stroke, and COVID-19. Many biomedical problems are difficult; so, often, the current methods are not sufficient, new methods need to be developed. To confidently apply the new methods to critical life-and-death medical situations, it is important to first test these methods on less critical applications. The book describes several such promising new methods that have been tested on problems from agriculture, computer networks, economics and business, pavement engineering, politics, quantum computing, robotics, etc. This book helps practitioners and researchers to learn more about computational intelligence methods and their biomedical applications—and to further develop this important research direction.

Artificial Intelligence In The Petroleum Industry

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Author : Bertrand Braunschweig
language : en
Publisher: Editions TECHNIP
Release Date : 1995

Artificial Intelligence In The Petroleum Industry written by Bertrand Braunschweig and has been published by Editions TECHNIP this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Computers categories.

Hand Function In The Child

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Author : Anne Henderson, PhD, OTR
language : en
Publisher: Elsevier Health Sciences
Release Date : 2005-09-29

Hand Function In The Child written by Anne Henderson, PhD, OTR and has been published by Elsevier Health Sciences this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-09-29 with Medical categories.

This comprehensive resource and clinical guide for students and practicing pediatric therapists features current information on the neurological foundations of hand skills, the development of hand skills, and intervention with children who have problems related to hand skills. Covers foundation and development of hand skills, therapeutic intervention, and special problems and approaches. Is readable, concise, and well-organized with a consistent format throughout. Integrates recent research findings and current thinking throughout the text. Emphasizes neuroscience and the hand's sensory function and haptic perception. Applies neuroscience and development frames of reference throughout. Implications for practice included in each chapter. Presents concepts in the foundation/development chapters that are linked with the intervention chapters. Seven new chapters reflect current practice in the field and cover cognition & motor skills, handedness, fine-motor program for preschoolers, handwriting evaluation, splinting the upper extremity of the child, pediatric hand therapy, and efficacy of interventions. Extensively revised content throughout includes new research and theories, new techniques, current trends, and new information sources. 9 new contributors offer authoritative guidance in the field. Over 200 new illustrations demonstrate important concepts with new clinical photographs and line drawings. Over 50 new tables and boxes highlight important information. An updated and expanded glossary defines key terms.

Fuzzy Systems And Data Mining V

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Author : Antonio J. Tallón-Ballesteros
language : en
Publisher: SAGE Publications Limited
Release Date : 2019-11-15

Fuzzy Systems And Data Mining V written by Antonio J. Tallón-Ballesteros and has been published by SAGE Publications Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-15 with Computers categories.

The Fuzzy Systems and Data Mining (FSDM) conference is an annual event encompassing four main themes: fuzzy theory, algorithms and systems, which includes topics like stability, foundations and control; fuzzy application, which covers different kinds of processing as well as hardware and architectures for big data and time series and has wide applicability; the interdisciplinary field of fuzzy logic and data mining, encompassing applications in electrical, industrial, chemical and engineering fields as well as management and environmental issues; and data mining, outlining new approaches to big data, massive data, scalable, parallel and distributed algorithms. The annual conference provides a platform for knowledge exchange between international experts, researchers, academics and delegates from industry. This book includes the papers accepted and presented at the 5th International Conference on Fuzzy Systems and Data Mining (FSDM 2019), held in Kitakyushu, Japan on 18-21 October 2019. This year, FSDM received 442 submissions. All papers were carefully reviewed by program committee members, taking account of the quality, novelty, soundness, breadth and depth of the research topics falling within the scope of FSDM. The committee finally decided to accept 137 papers, which represents an acceptance rate of about 30%. The papers presented here are arranged in two sections: Fuzzy Sets and Data Mining, and Communications and Networks. Providing an overview of the most recent scientific and technological advances in the fields of fuzzy systems and data mining, the book will be of interest to all those working in these fields.

Hci In Business Government And Organizations

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Author : Fiona Fui-Hoon Nah
language : en
Publisher: Springer Nature
Release Date : 2022-05-17

Hci In Business Government And Organizations written by Fiona Fui-Hoon Nah and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-17 with Computers categories.

This book constitutes the refereed proceedings of the 9th International Conference on HCI in Business, Government and Organizations, HCIBGO 2022, held as part of the 23rd International Conference, HCI International 2022, which was held virtually in June/July 2022. The total of 1271 papers and 275 posters included in the HCII 2022 proceedings was carefully reviewed and selected from 5487 submissions. The HCIBGO 2022 proceedings focuses in topics such as artificial intelligence and machine learning, blockchain, service design, live streaming in electronic commerce, visualization, and workplace design.

Encyclopedia Of Data Warehousing And Mining

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Author : Wang, John
language : en
Publisher: IGI Global
Release Date : 2005-06-30

Encyclopedia Of Data Warehousing And Mining written by Wang, John and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-06-30 with Computers categories.

Data Warehousing and Mining (DWM) is the science of managing and analyzing large datasets and discovering novel patterns and in recent years has emerged as a particularly exciting and industrially relevant area of research. Prodigious amounts of data are now being generated in domains as diverse as market research, functional genomics and pharmaceuticals; intelligently analyzing these data, with the aim of answering crucial questions and helping make informed decisions, is the challenge that lies ahead. The Encyclopedia of Data Warehousing and Mining provides a comprehensive, critical and descriptive examination of concepts, issues, trends, and challenges in this rapidly expanding field of data warehousing and mining (DWM). This encyclopedia consists of more than 350 contributors from 32 countries, 1,800 terms and definitions, and more than 4,400 references. This authoritative publication offers in-depth coverage of evolutions, theories, methodologies, functionalities, and applications of DWM in such interdisciplinary industries as healthcare informatics, artificial intelligence, financial modeling, and applied statistics, making it a single source of knowledge and latest discoveries in the field of DWM.

Artificial Neural Networks

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Author :
language : en
Publisher:
Release Date : 1991

Artificial Neural Networks written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with Neural networks (Computer science) categories.