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Author : C. K. Keshavachandra
Publisher :
ISBN 13 :
Total Pages : 154 pages
Book Rating : 4.3/5 (129 download)
Download or read book Modeling Artificial Neural Networks Using VHDL written by C. K. Keshavachandra and published by . This book was released on 1990 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Amos R. Omondi
Publisher : Springer Science & Business Media
ISBN 13 : 0387284877
Total Pages : 365 pages
Book Rating : 4.3/5 (872 download)
Download or read book FPGA Implementations of Neural Networks written by Amos R. Omondi and published by Springer Science & Business Media. This book was released on 2006-10-04 with total page 365 pages. Available in PDF, EPUB and Kindle. Book excerpt: During the 1980s and early 1990s there was signi?cant work in the design and implementation of hardware neurocomputers. Nevertheless, most of these efforts may be judged to have been unsuccessful: at no time have have ha- ware neurocomputers been in wide use. This lack of success may be largely attributed to the fact that earlier work was almost entirely aimed at developing custom neurocomputers, based on ASIC technology, but for such niche - eas this technology was never suf?ciently developed or competitive enough to justify large-scale adoption. On the other hand, gate-arrays of the period m- tioned were never large enough nor fast enough for serious arti?cial-neur- network (ANN) applications. But technology has now improved: the capacity and performance of current FPGAs are such that they present a much more realistic alternative. Consequently neurocomputers based on FPGAs are now a much more practical proposition than they have been in the past. This book summarizes some work towards this goal and consists of 12 papers that were selected, after review, from a number of submissions. The book is nominally divided into three parts: Chapters 1 through 4 deal with foundational issues; Chapters 5 through 11 deal with a variety of implementations; and Chapter 12 looks at the lessons learned from a large-scale project and also reconsiders design issues in light of current and future technology.
Author : Daniel Robert Dorrance
Publisher :
ISBN 13 :
Total Pages : 147 pages
Book Rating : 4.:/5 (364 download)
Download or read book Development and Simulation of Artificial Neural Networks Using VHSIC Hardware Description Language (VHDL) written by Daniel Robert Dorrance and published by . This book was released on 1996 with total page 147 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Esteban Tlelo-Cuautle
Publisher : Springer
ISBN 13 : 3319341154
Total Pages : 230 pages
Book Rating : 4.3/5 (193 download)
Download or read book Engineering Applications of FPGAs written by Esteban Tlelo-Cuautle and published by Springer. This book was released on 2016-05-28 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers readers a clear guide to implementing engineering applications with FPGAs, from the mathematical description to the hardware synthesis, including discussion of VHDL programming and co-simulation issues. Coverage includes FPGA realizations such as: chaos generators that are described from their mathematical models; artificial neural networks (ANNs) to predict chaotic time series, for which a discussion of different ANN topologies is included, with different learning techniques and activation functions; random number generators (RNGs) that are realized using different chaos generators, and discussions of their maximum Lyapunov exponent values and entropies. Finally, optimized chaotic oscillators are synchronized and realized to implement a secure communication system that processes black and white and grey-scale images. In each application, readers will find VHDL programming guidelines and computer arithmetic issues, along with co-simulation examples with Active-HDL and Simulink. The whole book provides a practical guide to implementing a variety of engineering applications from VHDL programming and co-simulation issues, to FPGA realizations of chaos generators, ANNs for chaotic time-series prediction, RNGs and chaotic secure communications for image transmission.
Author : Noman Mohammad Syed
Publisher :
ISBN 13 :
Total Pages : 98 pages
Book Rating : 4.:/5 (382 download)
Download or read book Modeling, Simulation and Synthesis of On-line Kohonen Neural Network Using VHDL written by Noman Mohammad Syed and published by . This book was released on 1997 with total page 98 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Troy D. Brewster
Publisher :
ISBN 13 :
Total Pages : 196 pages
Book Rating : 4.:/5 (351 download)
Download or read book A VHDL Model of a Digi-neocognitron Neural Network for VLSI written by Troy D. Brewster and published by . This book was released on 1995 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Optical character recognition is useful in many aspects of business. However, the use of conventional computers to provide a solution to this problem has not been very effective. Over the past two decades, researchers have utilized artificial neural networks for optical character recognition with considerable success. One such neural network is the neocognitron, a real-valued, multi-layered hierarchical network that simulates the human visual system. The neocognitron was shown to have the capability for pattern recognition despite variations in size, shape or the presence of deformations from the trained patterns. Unfortunately, the neocognitron is an analog network which prevents it from taking full advantage of the many advances in "VLSI technology. Major advances in VLSI technology have been in the digital medium. Therefore, it appears necessary to adapt the neocognitron to an efficient digital neural network if it is to be implemented in VLSI. Recent research has shown that through preprocessing approximations and definition of new model functions, the neocognitron is well suited for implementation in digital VLSI. This thesis uses this methodology to implement a large scale digital neocognitron model. The new model, the digi-neocognitron, uses supervised learning and is trained to recognize ten handwritten numerals with widths of one pixel. The development of the neocognitron and the digi-neocognitron software models, and a comparison of their performance will be discussed. This is followed by the development and simulation of the digital model using the VHSIC Hardware Description Language (VHDL). The VHDL model is used to demonstrate the functionality of the hardware model and to aid in its design. The model functions of the digi-neocognitron are then implemented and simulated for a 1.2 micrometers CMOS process."--Abstract.
Author : Jason Moore
Publisher :
ISBN 13 :
Total Pages : 122 pages
Book Rating : 4.:/5 (343 download)
Download or read book Design and Implementation of an Expandable Hopfield Neural Network Using VHDL Behavioral and Structural Modeling written by Jason Moore and published by . This book was released on 1995 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Andrzej T. Rosinski
Publisher : Springer Science & Business Media
ISBN 13 : 1461557534
Total Pages : 110 pages
Book Rating : 4.4/5 (615 download)
Download or read book Analog VHDL written by Andrzej T. Rosinski and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 110 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analog VHDL brings together in one place important contributions and up-to-date research results in this fast moving area. Analog VHDL serves as an excellent reference, providing insight into some of the most challenging research issues in the field.
Author : Eugenio Villar Bonet
Publisher : Ed. Universidad de Cantabria
ISBN 13 : 9788481021592
Total Pages : 336 pages
Book Rating : 4.0/5 (215 download)
Download or read book 2nd Workshop on Libraries, Component Modeling and Quality Assurance written by Eugenio Villar Bonet and published by Ed. Universidad de Cantabria. This book was released on 1997 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Compendio de los trabajos presentados en Toledo durante el 2nd Workshop on Libraries, component modeling and quality assurance.
Author : Jean-Michel Bergé
Publisher : Springer Science & Business Media
ISBN 13 : 1461523338
Total Pages : 160 pages
Book Rating : 4.4/5 (615 download)
Download or read book Modeling in Analog Design written by Jean-Michel Bergé and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modeling in Analog Design highlights some of the most pressing issues in the use of modeling techniques for design of analogue circuits. Using models for circuit design gives designers the power to express directly the behaviour of parts of a circuit in addition to using other pre-defined components. There are numerous advantages to this new category of analog behavioral language. In the short term, by favouring the top-down design and raising the level of description abstraction, this approach provides greater freedom of implementation and a higher degree of technology independence. In the longer term, analog synthesis and formal optimisation are targeted. Modeling in Analog Design introduces the reader to two main language standards: VHDL-A and MHDL. It goes on to provide in-depth examples of the use of these languages to model analog devices. The final part is devoted to the very important topic of modeling the thermal and electrothermal aspects of devices. This book is essential reading for analog designers using behavioral languages and analog CAD tool development environments who have to provide the tools used by the designers.
Author : Rajashekhar Mandava
Publisher :
ISBN 13 :
Total Pages : 172 pages
Book Rating : 4.:/5 (689 download)
Download or read book New Simulation Method for Very Large Scale Integrated Pulse Coded Neural Networks Using Very High Speed Integrated Circuit Hardware Description Language written by Rajashekhar Mandava and published by . This book was released on 2005 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Věra Kůrková
Publisher : Springer Science & Business Media
ISBN 13 : 3540875581
Total Pages : 1012 pages
Book Rating : 4.5/5 (48 download)
Download or read book Artificial Neural Networks - ICANN 2008 written by Věra Kůrková and published by Springer Science & Business Media. This book was released on 2008 with total page 1012 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two volume set LNCS 5163 and LNCS 5164 constitutes the refereed proceedings of the 18th International Conference on Artificial Neural Networks, ICANN 2008, held in Prague Czech Republic, in September 2008. The 200 revised full papers presented were carefully reviewed and selected from more than 300 submissions. The second volume is devoted to pattern recognition and data analysis, hardware and embedded systems, computational neuroscience, connectionistic cognitive science, neuroinformatics and neural dynamics. it also contains papers from two special sessions coupling, synchronies, and firing patterns: from cognition to disease, and constructive neural networks and two workshops new trends in self-organization and optimization of artificial neural networks, and adaptive mechanisms of the perception-action cycle.
Author : Cesare Alippi
Publisher : Springer Science & Business Media
ISBN 13 : 3642042732
Total Pages : 1062 pages
Book Rating : 4.6/5 (42 download)
Download or read book Artificial Neural Networks – ICANN 2009 written by Cesare Alippi and published by Springer Science & Business Media. This book was released on 2009-09-03 with total page 1062 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is part of the two-volume proceedings of the 19th International Conf- ence on Artificial Neural Networks (ICANN 2009), which was held in Cyprus during September 14–17, 2009. The ICANN conference is an annual meeting sp- sored by the European Neural Network Society (ENNS), in cooperation with the - ternational Neural Network Society (INNS) and the Japanese Neural Network Society (JNNS). ICANN 2009 was technically sponsored by the IEEE Computational Intel- gence Society. This series of conferences has been held annually since 1991 in various European countries and covers the field of neurocomputing, learning systems and related areas. Artificial neural networks provide an information-processing structure inspired by biological nervous systems. They consist of a large number of highly interconnected processing elements, with the capability of learning by example. The field of artificial neural networks has evolved significantly in the last two decades, with active partici- tion from diverse fields, such as engineering, computer science, mathematics, artificial intelligence, system theory, biology, operations research, and neuroscience. Artificial neural networks have been widely applied for pattern recognition, control, optimization, image processing, classification, signal processing, etc.
Author : Christof Teuscher
Publisher : Springer Science & Business Media
ISBN 13 : 9781852334758
Total Pages : 228 pages
Book Rating : 4.3/5 (347 download)
Download or read book Turing’s Connectionism written by Christof Teuscher and published by Springer Science & Business Media. This book was released on 2002 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: Christof Teuscher revives, analyzes, and simulates Turing's ideas, applying them to different types of problems, and building and training Turing's machines using evolutionary algorithms. In a little known paper entitled 'Intelligent Machinery' Turing investigated connectionist networks, but his work was dismissed as a 'schoolboy essay'and it was left unpublished until 1968, 14 years after his death. This is not a book about today's (classical) neural networks, but about the neuron network-like structures proposed by Turing. One of its novel features is that it actually goes beyond Turing's ideas by proposing new machines. The book also contains a Foreward by B. Jack Copeland and D. Proudfoot.
Author : Wade H. Shafer
Publisher : Springer Science & Business Media
ISBN 13 : 1461524539
Total Pages : 391 pages
Book Rating : 4.4/5 (615 download)
Download or read book Masters Theses in the Pure and Applied Sciences written by Wade H. Shafer and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 391 pages. Available in PDF, EPUB and Kindle. Book excerpt: Masters Theses in the Pure and Applied Sciences was first conceived, published, and disseminated by the Center for Information and Numerical Data Analysis and Synthesis (CINDAS)* at Purdue University in 1957, starting its coverage of theses with the academic year 1955. Beginning with Volume 13, the printing and dis semination phases of the activity were transferred to University Microfilms/Xerox of Ann Arbor, Michigan, with the though that such an arrangement would be more beneficial to the academic and general scientific and technical community. After five years of this joint undertaking we had concluded that it was in the interest of all concerned if the printing and distribution of the volumes were handled by an international publishing house to assure improved service and broader dissemi nation. Hence, starting with Volume 18, Masters Theses in the Pure and Applied Sciences has been disseminated on a worldwide basis by Plenum Publishing Corporation of New York, and in the same year the coverage was broadened to include Canadian universities. All back issues can also be ordered from Plenum. We have reported in Volume 37 (thesis year 1992) a total of 12,549 thesis titles from 25 Canadian and 153 United States universities. We are sure that this broader base for these titles reported will greatly enhance the value of this impor tant annual reference work. While Volume 37 reports theses submitted in 1992, on occasion, certain uni versities do report theses submitted in previous years but not reported at the time.
Author : Anna M Gil-lafuente
Publisher : World Scientific
ISBN 13 : 9814462918
Total Pages : 836 pages
Book Rating : 4.8/5 (144 download)
Download or read book Computational Intelligence In Business And Economics - Proceedings Of The Ms'10 International Conference written by Anna M Gil-lafuente and published by World Scientific. This book was released on 2010-06-18 with total page 836 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides some of the most recent developments in Computational Intelligence applied to business and economics presented at the MS'10 International Conference, Barcelona, 15 - 17 July, 2010. It presents several new theoretical advancements and a wide range of applications in different business and economic areas including accounting, finance, management, marketing, sports, tourism, economics and politics, and also some applications related with engineering and modeling and simulation.This book is very useful for researchers and graduate students interested in pursuing research in business and economics with an orientation to modern techniques for dealing with uncertainty such as those related with modeling and simulation and computational intelligence.
Author : Pedro C. Diniz
Publisher : Springer
ISBN 13 : 3540714316
Total Pages : 405 pages
Book Rating : 4.5/5 (47 download)
Download or read book Reconfigurable Computing: Architectures, Tools and Applications written by Pedro C. Diniz and published by Springer. This book was released on 2007-06-04 with total page 405 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Third International Workshop on Applied Reconfigurable Computing, ARC 2007, held in Mangaratiba, Brazil, in March 2007. The 27 full papers and 10 short papers presented together with a late-comer contribution from ARC 2006 are organized in topical sections on architectures, mapping techniques and tools, arithmetic, and applications.
