non linear feedback neural networks vlsi implementations and applications studies in computational intelligence

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Non Linear Feedback Neural Networks

Author : Mohd. Samar Ansari
ISBN : 9788132215639
Genre : Computers
File Size : 42. 57 MB
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This book aims to present a viable alternative to the Hopfield Neural Network (HNN) model for analog computation. It is well known the standard HNN suffers from problems of convergence to local minima, and requirement of a large number of neurons and synaptic weights. Therefore, improved solutions are needed. The non-linear synapse neural network (NoSyNN) is one such possibility and is discussed in detail in this book. This book also discusses the applications in computationally intensive tasks like graph coloring, ranking, and linear as well as quadratic programming. The material in the book is useful to students, researchers and academician working in the area of analog computation.

Supervised And Unsupervised Pattern Recognition

Author : Evangelia Miche Tzanakou
ISBN : 1420049771
Genre : Technology & Engineering
File Size : 26. 86 MB
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There are many books on neural networks, some of which cover computational intelligence, but none that incorporate both feature extraction and computational intelligence, as Supervised and Unsupervised Pattern Recognition does. This volume describes the application of a novel, unsupervised pattern recognition scheme to the classification of various types of waveforms and images. This substantial collection of recent research begins with an introduction to Neural Networks, classifiers, and feature extraction methods. It then addresses unsupervised and fuzzy neural networks and their applications to handwritten character recognition and recognition of normal and abnormal visual evoked potentials. The third section deals with advanced neural network architectures-including modular design-and their applications to medicine and three-dimensional NN architecture simulating brain functions. The final section discusses general applications and simulations, such as the establishment of a brain-computer link, speaker identification, and face recognition. In the quickly changing field of computational intelligence, every discovery is significant. Supervised and Unsupervised Pattern Recognition gives you access to many notable findings in one convenient volume.

Artificial Neural Networks

Author : B. YEGNANARAYANA
ISBN : 8120312538
Genre : Computers
File Size : 27. 74 MB
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Designed as an introductory level textbook on Artificial Neural Networks at the postgraduate and senior undergraduate levels in any branch of engineering, this self-contained and well-organized book highlights the need for new models of computing based on the fundamental principles of neural networks. Professor Yegnanarayana compresses, into the covers of a single volume, his several years of rich experience, in teaching and research in the areas of speech processing, image processing, artificial intelligence and neural networks. He gives a masterly analysis of such topics as Basics of artificial neural networks, Functional units of artificial neural networks for pattern recognition tasks, Feedforward and Feedback neural networks, and Archi-tectures for complex pattern recognition tasks. Throughout, the emphasis is on the pattern processing feature of the neural networks. Besides, the presentation of real-world applications provides a practical thrust to the discussion.

Encyclopedia Of Biomaterials And Biomedical Engineering Second Edition

Author : Gary E. Wnek
ISBN : 9781498761437
Genre : Medical
File Size : 76. 86 MB
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Written by more than 400 subject experts representing diverse academic and applied domains, this multidisciplinary resource surveys the vanguard of biomaterials and biomedical engineering technologies utilizing biomaterials that lead to quality-of-life improvements. Building on traditional engineering principles, it serves to bridge advances in materials science, life sciences, nanotechnology, and cell biology to innovations in solving medical problems with applications in tissue engineering, prosthetics, drug delivery, biosensors, and medical devices. In nearly 300 entries, this four-volume Encyclopedia of Biomaterials and Biomedical Engineering, Second Edition covers: essential topics integral to tissue engineering research: bioreactors, scaffolding materials and fabrication, tissue mechanics, cellular interaction, and development of major tissues and organs being attempted by researchers worldwide artificial lungs and muscles, bio-artificial livers, and corneal, dental, inner ear, and total hip implants tissue engineering of blood vessels, heart valves, ligaments, microvascular networks, skeletal muscle, and skin bone remodeling, bone cement, and bioabsorbable bone plates and screws controlled drug delivery, insulin delivery, and transdermal and ocular implant-based drug delivery endovascular stent grafts, vascular grafts, and xenografts 3-D medical imaging, electrical impedance imaging, and intravascular ultrasound biomedical, protein adsorption, and in vivo cardiovascular modeling polymer foams, biofunctional and conductive polymers, and electroactive polymeric materials blood–material interactions, the bone–implant interface, host reactions, and foreign body responses and much more Also Available Online This Taylor & Francis encyclopedia is also available through online subscription, offering a variety of extra benefits for researchers, students, and librarians, including:  Citation tracking and alerts  Active reference linking  Saved searches and marked lists  HTML and PDF format options Contact Taylor and Francis for more information or to inquire about subscription options and print/online combination packages. US: (Tel) 1.888.318.2367; (E-mail) [email protected] International: (Tel) +44 (0) 20 7017 6062; (E-mail) [email protected]

Artificial Intelligence Abstracts

Author :
ISBN : UOM:39015023295200
Genre : Artificial intelligence
File Size : 67. 43 MB
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Microcomputer Application In Process Control

Author : E. Adali
ISBN : 9781483298931
Genre : Technology & Engineering
File Size : 35. 79 MB
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This symposium brings together the research from different disciplines of process control, and discusses the problems encountered in the application of automation systems. The papers in this volume analyze the results of theoretical research and how far applications have been developed, new design methodologies and technologies, to give a comprehensive overview of the state of the art of this fast-developing science.

The Second Shell Process Control Workshop

Author : David M. Prett
ISBN : 9781483102245
Genre : Technology & Engineering
File Size : 67. 59 MB
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The Second Shell Process Control Workshop covers the proceedings of a workshop of the same name, held in Houston, Texas on December 12-16, 1988. The said workshop seeks to improve the communication process between academic researchers, industrial researchers, and the engineering community in the field of process control, and in turn improve understanding of the nature of the control problems. The book covers topics such as automatic tuning and adaptive control; an operator control theory approach to the shell standard control problem; discrete time-adaptive predictive control; and the designing of a control system. Also included are topics such as optimal control and model identification; fundamental process control; statistical process control; and interfaces with process control. The text is recommended for researchers and practitioners in the field of engineering who would like to know more about process control and modeling.

Supercomputing 8 8 Supercomputer Projects Applications And Artificial Intelligence

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ISBN : UCSD:31822032366767
Genre : Supercomputers
File Size : 70. 95 MB
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Proceedings Supercomputing Projects Applications And Artificial Intelligence

Author : Svetlana Kartashev
ISBN : CORNELL:31924052541079
Genre : Computers
File Size : 39. 61 MB
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Learning On Silicon

Author : G. Cauwenberghs
ISBN : 0792385551
Genre : Technology & Engineering
File Size : 59. 52 MB
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Learning on Silicon combines models of adaptive information processing in the brain with advances in microelectronics technology and circuit design. The premise is to construct integrated systems not only loaded with sufficient computational power to handle demanding signal processing tasks in sensory perception and pattern recognition, but also capable of operating autonomously and robustly in unpredictable environments through mechanisms of adaptation and learning. This edited volume covers the spectrum of Learning on Silicon in five parts: adaptive sensory systems, neuromorphic learning, learning architectures, learning dynamics, and learning systems. The 18 chapters are documented with examples of fabricated systems, experimental results from silicon, and integrated applications ranging from adaptive optics to biomedical instrumentation. As the first comprehensive treatment on the subject, Learning on Silicon serves as a reference for beginners and experienced researchers alike. It provides excellent material for an advanced course, and a source of inspiration for continued research towards building intelligent adaptive machines.

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