Statistical Modeling for Computer-Aided Design of MOS VLSI Circuits

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 1461531500
Total Pages : 200 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Statistical Modeling for Computer-Aided Design of MOS VLSI Circuits by : Christopher Michael

Download or read book Statistical Modeling for Computer-Aided Design of MOS VLSI Circuits written by Christopher Michael and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: As MOS devices are scaled to meet increasingly demanding circuit specifications, process variations have a greater effect on the reliability of circuit performance. For this reason, statistical techniques are required to design integrated circuits with maximum yield. Statistical Modeling for Computer-Aided Design of MOS VLSI Circuits describes a statistical circuit simulation and optimization environment for VLSI circuit designers. The first step toward accomplishing statistical circuit design and optimization is the development of an accurate CAD tool capable of performing statistical simulation. This tool must be based on a statistical model which comprehends the effect of device and circuit characteristics, such as device size, bias, and circuit layout, which are under the control of the circuit designer on the variability of circuit performance. The distinctive feature of the CAD tool described in this book is its ability to accurately model and simulate the effect in both intra- and inter-die process variability on analog/digital circuits, accounting for the effects of the aforementioned device and circuit characteristics. Statistical Modeling for Computer-Aided Design of MOS VLSI Circuits serves as an excellent reference for those working in the field, and may be used as the text for an advanced course on the subject.

Technology Computer Aided Design

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Publisher : CRC Press
ISBN 13 : 1466512660
Total Pages : 462 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Technology Computer Aided Design by : Chandan Kumar Sarkar

Download or read book Technology Computer Aided Design written by Chandan Kumar Sarkar and published by CRC Press. This book was released on 2018-09-03 with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt: Responding to recent developments and a growing VLSI circuit manufacturing market, Technology Computer Aided Design: Simulation for VLSI MOSFET examines advanced MOSFET processes and devices through TCAD numerical simulations. The book provides a balanced summary of TCAD and MOSFET basic concepts, equations, physics, and new technologies related to TCAD and MOSFET. A firm grasp of these concepts allows for the design of better models, thus streamlining the design process, saving time and money. This book places emphasis on the importance of modeling and simulations of VLSI MOS transistors and TCAD software. Providing background concepts involved in the TCAD simulation of MOSFET devices, it presents concepts in a simplified manner, frequently using comparisons to everyday-life experiences. The book then explains concepts in depth, with required mathematics and program code. This book also details the classical semiconductor physics for understanding the principle of operations for VLSI MOS transistors, illustrates recent developments in the area of MOSFET and other electronic devices, and analyzes the evolution of the role of modeling and simulation of MOSFET. It also provides exposure to the two most commercially popular TCAD simulation tools Silvaco and Sentaurus. • Emphasizes the need for TCAD simulation to be included within VLSI design flow for nano-scale integrated circuits • Introduces the advantages of TCAD simulations for device and process technology characterization • Presents the fundamental physics and mathematics incorporated in the TCAD tools • Includes popular commercial TCAD simulation tools (Silvaco and Sentaurus) • Provides characterization of performances of VLSI MOSFETs through TCAD tools • Offers familiarization to compact modeling for VLSI circuit simulation R&D cost and time for electronic product development is drastically reduced by taking advantage of TCAD tools, making it indispensable for modern VLSI device technologies. They provide a means to characterize the MOS transistors and improve the VLSI circuit simulation procedure. The comprehensive information and systematic approach to design, characterization, fabrication, and computation of VLSI MOS transistor through TCAD tools presented in this book provides a thorough foundation for the development of models that simplify the design verification process and make it cost effective.

Machine Learning in VLSI Computer-Aided Design

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Author :
Publisher : Springer
ISBN 13 : 3030046664
Total Pages : 697 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Machine Learning in VLSI Computer-Aided Design by : Ibrahim (Abe) M. Elfadel

Download or read book Machine Learning in VLSI Computer-Aided Design written by Ibrahim (Abe) M. Elfadel and published by Springer. This book was released on 2019-03-15 with total page 697 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides readers with an up-to-date account of the use of machine learning frameworks, methodologies, algorithms and techniques in the context of computer-aided design (CAD) for very-large-scale integrated circuits (VLSI). Coverage includes the various machine learning methods used in lithography, physical design, yield prediction, post-silicon performance analysis, reliability and failure analysis, power and thermal analysis, analog design, logic synthesis, verification, and neuromorphic design. Provides up-to-date information on machine learning in VLSI CAD for device modeling, layout verifications, yield prediction, post-silicon validation, and reliability; Discusses the use of machine learning techniques in the context of analog and digital synthesis; Demonstrates how to formulate VLSI CAD objectives as machine learning problems and provides a comprehensive treatment of their efficient solutions; Discusses the tradeoff between the cost of collecting data and prediction accuracy and provides a methodology for using prior data to reduce cost of data collection in the design, testing and validation of both analog and digital VLSI designs. From the Foreword As the semiconductor industry embraces the rising swell of cognitive systems and edge intelligence, this book could serve as a harbinger and example of the osmosis that will exist between our cognitive structures and methods, on the one hand, and the hardware architectures and technologies that will support them, on the other....As we transition from the computing era to the cognitive one, it behooves us to remember the success story of VLSI CAD and to earnestly seek the help of the invisible hand so that our future cognitive systems are used to design more powerful cognitive systems. This book is very much aligned with this on-going transition from computing to cognition, and it is with deep pleasure that I recommend it to all those who are actively engaged in this exciting transformation. Dr. Ruchir Puri, IBM Fellow, IBM Watson CTO & Chief Architect, IBM T. J. Watson Research Center

Computer Aids for VLSI Design

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Publisher :
ISBN 13 : 9780972751421
Total Pages : 318 pages
Book Rating : 4.7/5 (514 download)

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Book Synopsis Computer Aids for VLSI Design by : Steven M. Rubin

Download or read book Computer Aids for VLSI Design written by Steven M. Rubin and published by . This book was released on 2009 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook, originally published in 1987, broadly examines the software required to design electronic circuitry, including integrated circuits. Topics include synthesis and analysis tools, graphics and user interface, memory representation, and more. The book also describes a real system called "Electric."

VLSI CAD Tools and Applications

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Publisher : Springer Science & Business Media
ISBN 13 : 1461319854
Total Pages : 555 pages
Book Rating : 4.4/5 (613 download)

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Book Synopsis VLSI CAD Tools and Applications by : Wolfgang Fichtner

Download or read book VLSI CAD Tools and Applications written by Wolfgang Fichtner and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 555 pages. Available in PDF, EPUB and Kindle. Book excerpt: The summer school on VLSf GAD Tools and Applications was held from July 21 through August 1, 1986 at Beatenberg in the beautiful Bernese Oberland in Switzerland. The meeting was given under the auspices of IFIP WG 10. 6 VLSI, and it was sponsored by the Swiss Federal Institute of Technology Zurich, Switzerland. Eighty-one professionals were invited to participate in the summer school, including 18 lecturers. The 81 participants came from the following countries: Australia (1), Denmark (1), Federal Republic of Germany (12), France (3), Italy (4), Norway (1), South Korea (1), Sweden (5), United Kingdom (1), United States of America (13), and Switzerland (39). Our goal in the planning for the summer school was to introduce the audience into the realities of CAD tools and their applications to VLSI design. This book contains articles by all 18 invited speakers that lectured at the summer school. The reader should realize that it was not intended to publish a textbook. However, the chapters in this book are more or less self-contained treatments of the particular subjects. Chapters 1 and 2 give a broad introduction to VLSI Design. Simulation tools and their algorithmic foundations are treated in Chapters 3 to 5 and 17. Chapters 6 to 9 provide an excellent treatment of modern layout tools. The use of CAD tools and trends in the design of 32-bit microprocessors are the topics of Chapters 10 through 16. Important aspects in VLSI testing and testing strategies are given in Chapters 18 and 19.

Design of VLSI Circuits

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Publisher : Springer Science & Business Media
ISBN 13 : 3642955258
Total Pages : 328 pages
Book Rating : 4.6/5 (429 download)

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Book Synopsis Design of VLSI Circuits by : Egon Hörbst

Download or read book Design of VLSI Circuits written by Egon Hörbst and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: Microelectronics are certainly one of the key-technologies of our time. They are a key factor of technological and economic progress. They effect the fields of automation, information and communication, leading to the development of new applications and markets. Attention should be focused on three areas of development: • process and production technology, • test technology, • design technology. Clearly, because of the development of new application fields, the skill ~f design ing integrated circuits should not be limited to a few, highly specialized experts Rather, this ability should be made available to all system aDd design engineers as a new application technology - just like nrogramrning technology for software. For this reason, design procedures havt: to be developed which, supported by appropriate CAD systems, provide the desIgn englIl~I' with tools for representaltop effective instruments for design and reliable ·tools for verificatibn, ensuring simpre, proper and easily controllable interfaces for the manufacturing and test processes. Such CAD systems are called standard design systems. They open the way to fast and safe design of integrated circuits. First, this book demonstrates basic principles with an example of the Siemens design system VENUS, gives a general introduction to the method of designing integrated circuits, familiarizes the reader with basic semiconductor and circuit tech nologies, shows the various methods of layout design, and presents necessary con cepts and strategies of test technology.

Computer-Aided Design of Analog Integrated Circuits and Systems

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 047122782X
Total Pages : 773 pages
Book Rating : 4.4/5 (712 download)

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Book Synopsis Computer-Aided Design of Analog Integrated Circuits and Systems by : Rob A. Rutenbar

Download or read book Computer-Aided Design of Analog Integrated Circuits and Systems written by Rob A. Rutenbar and published by John Wiley & Sons. This book was released on 2002-05-06 with total page 773 pages. Available in PDF, EPUB and Kindle. Book excerpt: The tools and techniques you need to break the analog design bottleneck! Ten years ago, analog seemed to be a dead-end technology. Today, System-on-Chip (SoC) designs are increasingly mixed-signal designs. With the advent of application-specific integrated circuits (ASIC) technologies that can integrate both analog and digital functions on a single chip, analog has become more crucial than ever to the design process. Today, designers are moving beyond hand-crafted, one-transistor-at-a-time methods. They are using new circuit and physical synthesis tools to design practical analog circuits; new modeling and analysis tools to allow rapid exploration of system level alternatives; and new simulation tools to provide accurate answers for analog circuit behaviors and interactions that were considered impossible to handle only a few years ago. To give circuit designers and CAD professionals a better understanding of the history and the current state of the art in the field, this volume collects in one place the essential set of analog CAD papers that form the foundation of today's new analog design automation tools. Areas covered are: * Analog synthesis * Symbolic analysis * Analog layout * Analog modeling and analysis * Specialized analog simulation * Circuit centering and yield optimization * Circuit testing Computer-Aided Design of Analog Integrated Circuits and Systems is the cutting-edge reference that will be an invaluable resource for every semiconductor circuit designer and CAD professional who hopes to break the analog design bottleneck.

Computer-aided Design of Communication Networks

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Publisher : World Scientific
ISBN 13 : 9789810223519
Total Pages : 650 pages
Book Rating : 4.2/5 (235 download)

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Book Synopsis Computer-aided Design of Communication Networks by : Yi-Sheng Zhu

Download or read book Computer-aided Design of Communication Networks written by Yi-Sheng Zhu and published by World Scientific. This book was released on 2000 with total page 650 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book is a welcome and timely addition to a long list of books on passive network synthesis, some of which are out of print. It is a comprehensive coverage of the subject of impedance matching networks there are plenty of excellent illustrative examples so that the reader should have no difficulty in applying the algorithms to similar situations this is an excellent book on passive network design for everyday use. I recommend it to all RF circuit designers, young and old." Circuits & Devices, Mar 2001

Algorithms for VLSI Physical Design Automation

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Publisher : Springer Science & Business Media
ISBN 13 : 1461523516
Total Pages : 554 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Algorithms for VLSI Physical Design Automation by : Naveed A. Sherwani

Download or read book Algorithms for VLSI Physical Design Automation written by Naveed A. Sherwani and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 554 pages. Available in PDF, EPUB and Kindle. Book excerpt: Algorithms for VLSI Physical Design Automation, Second Edition is a core reference text for graduate students and CAD professionals. Based on the very successful First Edition, it provides a comprehensive treatment of the principles and algorithms of VLSI physical design, presenting the concepts and algorithms in an intuitive manner. Each chapter contains 3-4 algorithms that are discussed in detail. Additional algorithms are presented in a somewhat shorter format. References to advanced algorithms are presented at the end of each chapter. Algorithms for VLSI Physical Design Automation covers all aspects of physical design. In 1992, when the First Edition was published, the largest available microprocessor had one million transistors and was fabricated using three metal layers. Now we process with six metal layers, fabricating 15 million transistors on a chip. Designs are moving to the 500-700 MHz frequency goal. These stunning developments have significantly altered the VLSI field: over-the-cell routing and early floorplanning have come to occupy a central place in the physical design flow. This Second Edition introduces a realistic picture to the reader, exposing the concerns facing the VLSI industry, while maintaining the theoretical flavor of the First Edition. New material has been added to all chapters, new sections have been added to most chapters, and a few chapters have been completely rewritten. The textual material is supplemented and clarified by many helpful figures. Audience: An invaluable reference for professionals in layout, design automation and physical design.

Computer Aided Logical Design with Emphasis on VLSI

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Publisher : John Wiley & Sons
ISBN 13 :
Total Pages : 568 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Computer Aided Logical Design with Emphasis on VLSI by : Frederick J. Hill

Download or read book Computer Aided Logical Design with Emphasis on VLSI written by Frederick J. Hill and published by John Wiley & Sons. This book was released on 1993-02-11 with total page 568 pages. Available in PDF, EPUB and Kindle. Book excerpt: Tied to no particular set of computer-aided logic design tools, it advocates the new emphasis in VLSI design. Includes support of layout synthesis from description in a register transfer level language as well as from design capture. Contains a detailed introduction to Boolean algebra, Karnaugh maps and sequential circuits. In this edition discussion of combination logic has been extended; switching circuits updated; a comprehensive treatment of test generation for VLSI included.

ALGORITHMS VLSI DESIGN AUTOMATION

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Publisher : John Wiley & Sons
ISBN 13 : 9788126508211
Total Pages : 344 pages
Book Rating : 4.5/5 (82 download)

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Book Synopsis ALGORITHMS VLSI DESIGN AUTOMATION by : Gerez

Download or read book ALGORITHMS VLSI DESIGN AUTOMATION written by Gerez and published by John Wiley & Sons. This book was released on 2006-06 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: Market_Desc: · Electrical Engineering Students taking courses on VLSI systems, CAD tools for VLSI, Design Automation at Final Year or Graduate Level, Computer Science courses on the same topics, at a similar level· Practicing Engineers wishing to learn the state of the art in VLSI Design Automation· Designers of CAD tools for chip design in software houses or large electronics companies. Special Features: · Probably the first book on Design Automation for VLSI Systems which covers all stages of design from layout synthesis through logic synthesis to high-level synthesis· Clear, precise presentation of examples, well illustrated with over 200 figures· Focus on algorithms for VLSI design tools means it will appeal to some Computer Science as well as Electrical Engineering departments About The Book: Enrollments in VLSI design automation courses are not large but it's a very popular elective, especially for those seeking a career in the microelectronics industry. Already the reviewers seem very enthusiastic about the coverage of the book being a better match for their courses than available competitors, because it covers all design phases. It has plenty of worked problems and a large no. of illustrations. It's a good 'list-builder' title that matches our strategy of focusing on topics that lie on the interface between Elec Eng and Computer Science.

Parallel Algorithms for VLSI Computer-aided Design

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Author :
Publisher : Prentice Hall
ISBN 13 : 9780130158352
Total Pages : 699 pages
Book Rating : 4.1/5 (583 download)

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Book Synopsis Parallel Algorithms for VLSI Computer-aided Design by : Prithviraj Banerjee

Download or read book Parallel Algorithms for VLSI Computer-aided Design written by Prithviraj Banerjee and published by Prentice Hall. This book was released on 1994-01-01 with total page 699 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text discusses the design and use of practical parallel algorithms for solving problems in a growing application area whose computational requirements are enormous - VLSI CAD applications.

Nano-scale CMOS Analog Circuits

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Publisher : CRC Press
ISBN 13 : 1466564288
Total Pages : 397 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Nano-scale CMOS Analog Circuits by : Soumya Pandit

Download or read book Nano-scale CMOS Analog Circuits written by Soumya Pandit and published by CRC Press. This book was released on 2018-09-03 with total page 397 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reliability concerns and the limitations of process technology can sometimes restrict the innovation process involved in designing nano-scale analog circuits. The success of nano-scale analog circuit design requires repeat experimentation, correct analysis of the device physics, process technology, and adequate use of the knowledge database. Starting with the basics, Nano-Scale CMOS Analog Circuits: Models and CAD Techniques for High-Level Design introduces the essential fundamental concepts for designing analog circuits with optimal performances. This book explains the links between the physics and technology of scaled MOS transistors and the design and simulation of nano-scale analog circuits. It also explores the development of structured computer-aided design (CAD) techniques for architecture-level and circuit-level design of analog circuits. The book outlines the general trends of technology scaling with respect to device geometry, process parameters, and supply voltage. It describes models and optimization techniques, as well as the compact modeling of scaled MOS transistors for VLSI circuit simulation. • Includes two learning-based methods: the artificial neural network (ANN) and the least-squares support vector machine (LS-SVM) method • Provides case studies demonstrating the practical use of these two methods • Explores circuit sizing and specification translation tasks • Introduces the particle swarm optimization technique and provides examples of sizing analog circuits • Discusses the advanced effects of scaled MOS transistors like narrow width effects, and vertical and lateral channel engineering Nano-Scale CMOS Analog Circuits: Models and CAD Techniques for High-Level Design describes the models and CAD techniques, explores the physics of MOS transistors, and considers the design challenges involving statistical variations of process technology parameters and reliability constraints related to circuit design.

Algorithms and Data Structures in VLSI Design

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Publisher : Springer Science & Business Media
ISBN 13 : 3642589405
Total Pages : 271 pages
Book Rating : 4.6/5 (425 download)

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Book Synopsis Algorithms and Data Structures in VLSI Design by : Christoph Meinel

Download or read book Algorithms and Data Structures in VLSI Design written by Christoph Meinel and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 271 pages. Available in PDF, EPUB and Kindle. Book excerpt: One of the main problems in chip design is the enormous number of possible combinations of individual chip elements within a system, and the problem of their compatibility. The recent application of data structures, efficient algorithms, and ordered binary decision diagrams (OBDDs) has proven vital in designing the computer chips of tomorrow. This book provides an introduction to the foundations of this interdisciplinary research area, emphasizing its applications in computer aided circuit design.

Routing Congestion in VLSI Circuits

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Publisher : Springer Science & Business Media
ISBN 13 : 0387485503
Total Pages : 254 pages
Book Rating : 4.3/5 (874 download)

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Book Synopsis Routing Congestion in VLSI Circuits by : Prashant Saxena

Download or read book Routing Congestion in VLSI Circuits written by Prashant Saxena and published by Springer Science & Business Media. This book was released on 2007-04-27 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume provides a complete understanding of the fundamental causes of routing congestion in present-day and next-generation VLSI circuits, offers techniques for estimating and relieving congestion, and provides a critical analysis of the accuracy and effectiveness of these techniques. The book includes metrics and optimization techniques for routing congestion at various stages of the VLSI design flow. The subjects covered include an explanation of why the problem of congestion is important and how it will trend, plus definitions of metrics that are appropriate for measuring congestion, and descriptions of techniques for estimating and optimizing routing congestion issues in cell-/library-based VLSI circuits.

Practical Problems in VLSI Physical Design Automation

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Publisher : Springer Science & Business Media
ISBN 13 : 1402066279
Total Pages : 292 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Practical Problems in VLSI Physical Design Automation by : Sung Kyu Lim

Download or read book Practical Problems in VLSI Physical Design Automation written by Sung Kyu Lim and published by Springer Science & Business Media. This book was released on 2008-07-31 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: Practical Problems in VLSI Physical Design Automation contains problems and solutions related to various well-known algorithms used in VLSI physical design automation. Dr. Lim believes that the best way to learn new algorithms is to walk through a small example by hand. This knowledge will greatly help understand, analyze, and improve some of the well-known algorithms. The author has designed and taught a graduate-level course on physical CAD for VLSI at Georgia Tech. Over the years he has written his homework with such a focus and has maintained typeset version of the solutions.

Technology Computer Aided Design for Si, SiGe and GaAs Integrated Circuits

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Author :
Publisher : IET
ISBN 13 : 0863417434
Total Pages : 457 pages
Book Rating : 4.8/5 (634 download)

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Book Synopsis Technology Computer Aided Design for Si, SiGe and GaAs Integrated Circuits by : G.A. Armstrong

Download or read book Technology Computer Aided Design for Si, SiGe and GaAs Integrated Circuits written by G.A. Armstrong and published by IET. This book was released on 2007-11-30 with total page 457 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first book to deal with a broad spectrum of process and device design, and modeling issues related to semiconductor devices, bridging the gap between device modelling and process design using TCAD. Presents a comprehensive perspective of emerging fields and covers topics ranging from materials to fabrication, devices, modelling and applications. Aimed at research-and-development engineers and scientists involved in microelectronics technology and device design via Technology CAD, and TCAD engineers and developers.