Fast Optical And Process Proximity Correction Algorithms For Integrated Circuit Manufacturing

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Handbook of Algorithms for Physical Design Automation

Author : Charles J. Alpert,Dinesh P. Mehta,Sachin S. Sapatnekar
Publisher : CRC Press
Page : 1044 pages
File Size : 51,6 Mb
Release : 2008-11-12
Category : Computers
ISBN : 9781000654196

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Handbook of Algorithms for Physical Design Automation by Charles J. Alpert,Dinesh P. Mehta,Sachin S. Sapatnekar Pdf

The physical design flow of any project depends upon the size of the design, the technology, the number of designers, the clock frequency, and the time to do the design. As technology advances and design-styles change, physical design flows are constantly reinvented as traditional phases are removed and new ones are added to accommodate changes in

EDA for IC Implementation, Circuit Design, and Process Technology

Author : Luciano Lavagno,Louis Scheffer,Grant Martin
Publisher : CRC Press
Page : 608 pages
File Size : 48,9 Mb
Release : 2018-10-03
Category : Technology & Engineering
ISBN : 9781420007954

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EDA for IC Implementation, Circuit Design, and Process Technology by Luciano Lavagno,Louis Scheffer,Grant Martin Pdf

Presenting a comprehensive overview of the design automation algorithms, tools, and methodologies used to design integrated circuits, the Electronic Design Automation for Integrated Circuits Handbook is available in two volumes. The second volume, EDA for IC Implementation, Circuit Design, and Process Technology, thoroughly examines real-time logic to GDSII (a file format used to transfer data of semiconductor physical layout), analog/mixed signal design, physical verification, and technology CAD (TCAD). Chapters contributed by leading experts authoritatively discuss design for manufacturability at the nanoscale, power supply network design and analysis, design modeling, and much more. Save on the complete set.

Design for Manufacturability and Yield for Nano-Scale CMOS

Author : Charles Chiang,Jamil Kawa
Publisher : Springer Science & Business Media
Page : 255 pages
File Size : 44,9 Mb
Release : 2007-06-15
Category : Technology & Engineering
ISBN : 9781402051883

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Design for Manufacturability and Yield for Nano-Scale CMOS by Charles Chiang,Jamil Kawa Pdf

This book walks the reader through all the aspects of manufacturability and yield in a nano-CMOS process. It covers all CAD/CAE aspects of a SOC design flow and addresses a new topic (DFM/DFY) critical at 90 nm and beyond. This book is a must read book the serious practicing IC designer and an excellent primer for any graduate student intent on having a career in IC design or in EDA tool development.

Machine Learning in VLSI Computer-Aided Design

Author : Ibrahim (Abe) M. Elfadel,Duane S. Boning,Xin Li
Publisher : Springer
Page : 694 pages
File Size : 55,5 Mb
Release : 2019-03-15
Category : Technology & Engineering
ISBN : 9783030046668

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Machine Learning in VLSI Computer-Aided Design by Ibrahim (Abe) M. Elfadel,Duane S. Boning,Xin Li Pdf

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

China Semiconductor Technology International Conference 2010 (CSTIC 2010)

Author : Han-Ming Wu
Publisher : The Electrochemical Society
Page : 1203 pages
File Size : 40,8 Mb
Release : 2010-03
Category : Science
ISBN : 9781566778060

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China Semiconductor Technology International Conference 2010 (CSTIC 2010) by Han-Ming Wu Pdf

Our mission is to provide a forum for world experts to discuss technologies, address the growing needs associated with silicon technology, and exchange their discoveries and solutions for current issues of high interest. We encourage collaboration, open discussion, and critical reviews at this conference. Furthermore, we hope that this conference will also provide collaborative opportunities for those who are interested in the semiconductor industry in Asia, particularly in China.

Electronic Design Automation for IC Implementation, Circuit Design, and Process Technology

Author : Luciano Lavagno,Igor L. Markov,Grant Martin,Louis K. Scheffer
Publisher : CRC Press
Page : 798 pages
File Size : 45,6 Mb
Release : 2017-02-03
Category : Technology & Engineering
ISBN : 9781482254617

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Electronic Design Automation for IC Implementation, Circuit Design, and Process Technology by Luciano Lavagno,Igor L. Markov,Grant Martin,Louis K. Scheffer Pdf

The second of two volumes in the Electronic Design Automation for Integrated Circuits Handbook, Second Edition, Electronic Design Automation for IC Implementation, Circuit Design, and Process Technology thoroughly examines real-time logic (RTL) to GDSII (a file format used to transfer data of semiconductor physical layout) design flow, analog/mixed signal design, physical verification, and technology computer-aided design (TCAD). Chapters contributed by leading experts authoritatively discuss design for manufacturability (DFM) at the nanoscale, power supply network design and analysis, design modeling, and much more. New to This Edition: Major updates appearing in the initial phases of the design flow, where the level of abstraction keeps rising to support more functionality with lower non-recurring engineering (NRE) costs Significant revisions reflected in the final phases of the design flow, where the complexity due to smaller and smaller geometries is compounded by the slow progress of shorter wavelength lithography New coverage of cutting-edge applications and approaches realized in the decade since publication of the previous edition—these are illustrated by new chapters on 3D circuit integration and clock design Offering improved depth and modernity, Electronic Design Automation for IC Implementation, Circuit Design, and Process Technology provides a valuable, state-of-the-art reference for electronic design automation (EDA) students, researchers, and professionals.

Computational Lithography

Author : Xu Ma,Gonzalo R. Arce
Publisher : John Wiley & Sons
Page : 225 pages
File Size : 45,6 Mb
Release : 2011-01-06
Category : Technology & Engineering
ISBN : 9781118043578

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Computational Lithography by Xu Ma,Gonzalo R. Arce Pdf

A Unified Summary of the Models and Optimization Methods Used in Computational Lithography Optical lithography is one of the most challenging areas of current integrated circuit manufacturing technology. The semiconductor industry is relying more on resolution enhancement techniques (RETs), since their implementation does not require significant changes in fabrication infrastructure. Computational Lithography is the first book to address the computational optimization of RETs in optical lithography, providing an in-depth discussion of optimal optical proximity correction (OPC), phase shifting mask (PSM), and off-axis illumination (OAI) RET tools that use model-based mathematical optimization approaches. The book starts with an introduction to optical lithography systems, electric magnetic field principles, and the fundamentals of optimization from a mathematical point of view. It goes on to describe in detail different types of optimization algorithms to implement RETs. Most of the algorithms developed are based on the application of the OPC, PSM, and OAI approaches and their combinations. Algorithms for coherent illumination as well as partially coherent illumination systems are described, and numerous simulations are offered to illustrate the effectiveness of the algorithms. In addition, mathematical derivations of all optimization frameworks are presented. The accompanying MATLAB® software files for all the RET methods described in the book make it easy for readers to run and investigate the codes in order to understand and apply the optimization algorithms, as well as to design a set of optimal lithography masks. The codes may also be used by readers for their research and development activities in their academic or industrial organizations. An accompanying MATLAB® software guide is also included. An accompanying MATLAB® software guide is included, and readers can download the software to use with the guide at ftp://ftp.wiley.com/public/sci_tech_med/computational_lithography. Tailored for both entry-level and experienced readers, Computational Lithography is meant for faculty, graduate students, and researchers, as well as scientists and engineers in industrial organizations whose research or career field is semiconductor IC fabrication, optical lithography, and RETs. Computational lithography draws from the rich theory of inverse problems, optics, optimization, and computational imaging; as such, the book is also directed to researchers and practitioners in these fields.

Machine Learning Applications in Electronic Design Automation

Author : Haoxing Ren,Jiang Hu
Publisher : Springer Nature
Page : 585 pages
File Size : 51,7 Mb
Release : 2023-01-01
Category : Technology & Engineering
ISBN : 9783031130748

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Machine Learning Applications in Electronic Design Automation by Haoxing Ren,Jiang Hu Pdf

​This book serves as a single-source reference to key machine learning (ML) applications and methods in digital and analog design and verification. Experts from academia and industry cover a wide range of the latest research on ML applications in electronic design automation (EDA), including analysis and optimization of digital design, analysis and optimization of analog design, as well as functional verification, FPGA and system level designs, design for manufacturing (DFM), and design space exploration. The authors also cover key ML methods such as classical ML, deep learning models such as convolutional neural networks (CNNs), graph neural networks (GNNs), generative adversarial networks (GANs) and optimization methods such as reinforcement learning (RL) and Bayesian optimization (BO). All of these topics are valuable to chip designers and EDA developers and researchers working in digital and analog designs and verification.

Nanoscale Devices

Author : Brajesh Kumar Kaushik
Publisher : CRC Press
Page : 432 pages
File Size : 43,7 Mb
Release : 2018-11-16
Category : Science
ISBN : 9781351670227

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Nanoscale Devices by Brajesh Kumar Kaushik Pdf

The primary aim of this book is to discuss various aspects of nanoscale device design and their applications including transport mechanism, modeling, and circuit applications. . Provides a platform for modeling and analysis of state-of-the-art devices in nanoscale regime, reviews issues related to optimizing the sub-nanometer device performance and addresses simulation aspect and/or fabrication process of devices Also, includes design problems at the end of each chapter

Extending Moore's Law through Advanced Semiconductor Design and Processing Techniques

Author : Wynand Lambrechts,Saurabh Sinha,Jassem Ahmed Abdallah,Jaco Prinsloo
Publisher : CRC Press
Page : 354 pages
File Size : 49,5 Mb
Release : 2018-09-13
Category : Computers
ISBN : 9781351248662

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Extending Moore's Law through Advanced Semiconductor Design and Processing Techniques by Wynand Lambrechts,Saurabh Sinha,Jassem Ahmed Abdallah,Jaco Prinsloo Pdf

This book provides a methodological understanding of the theoretical and technical limitations to the longevity of Moore’s law. The book presents research on factors that have significant impact on the future of Moore’s law and those factors believed to sustain the trend of the last five decades. Research findings show that boundaries of Moore’s law primarily include physical restrictions of scaling electronic components to levels beyond that of ordinary manufacturing principles and approaching the bounds of physics. The research presented in this book provides essential background and knowledge to grasp the following principles: Traditional and modern photolithography, the primary limiting factor of Moore’s law Innovations in semiconductor manufacturing that makes current generation CMOS processing possible Multi-disciplinary technologies that could drive Moore's law forward significantly Design principles for microelectronic circuits and components that take advantage of technology miniaturization The semiconductor industry economic market trends and technical driving factors The complexity and cost associated with technology scaling have compelled researchers in the disciplines of engineering and physics to optimize previous generation nodes to improve system-on-chip performance. This is especially relevant to participate in the increased attractiveness of the Internet of Things (IoT). This book additionally provides scholarly and practical examples of principles in microelectronic circuit design and layout to mitigate technology limits of previous generation nodes. Readers are encouraged to intellectually apply the knowledge derived from this book to further research and innovation in prolonging Moore’s law and associated principles.

Recent Topics on Modeling of Semiconductor Processes, Devices, and Circuits

Author : Rasit Onur Topaloglu,Peng Li
Publisher : Bentham Science Publishers
Page : 200 pages
File Size : 47,5 Mb
Release : 2011-09-09
Category : Technology & Engineering
ISBN : 9781608050741

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Recent Topics on Modeling of Semiconductor Processes, Devices, and Circuits by Rasit Onur Topaloglu,Peng Li Pdf

"The last couple of years have been very busy for the semiconductor industry and researchers. The rapid speed of production channel length reduction has brought lithographic challenges to semiconductor modeling. These include stress optimization, transisto"

Manufacturability Aware Routing in Nanometer VLSI

Author : David Z. Pan,Minsik Cho,Kun Yuan
Publisher : Now Publishers Inc
Page : 110 pages
File Size : 43,6 Mb
Release : 2010-05-04
Category : Computers
ISBN : 9781601983503

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Manufacturability Aware Routing in Nanometer VLSI by David Z. Pan,Minsik Cho,Kun Yuan Pdf

This paper surveys key research challenges and recent results of manufacturability aware routing in nanometer VLSI designs. The manufacturing challenges have their root causes from various integrated circuit (IC) manufacturing processes and steps, e.g., deep sub-wavelength lithography, random defects, via voids, chemical-mechanical polishing, and antenna-effects. They may result in both functional and parametric yield losses. The manufacturability aware routing can be performed at different routing stages including global routing, track routing, and detail routing, guided by both manufacturing process models and manufacturing-friendly rules. The manufacturability/yield optimization can be performed through both correct-by-construction (i.e., optimization during routing) as well as construct-by-correction (i.e., post-routing optimization). This paper will provide a holistic view of key design for manufacturability issues in nanometer VLSI routing.

Optical Microlithography

Author : Anonim
Publisher : Unknown
Page : 674 pages
File Size : 50,8 Mb
Release : 2007
Category : Integrated circuits
ISBN : UOM:39015047293371

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Optical Microlithography by Anonim Pdf

Linking TCAD and EDA Through Pattern Matching

Author : Frank Edward Gennari
Publisher : Unknown
Page : 430 pages
File Size : 51,7 Mb
Release : 2004
Category : Electronic
ISBN : UCAL:C3497266

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Linking TCAD and EDA Through Pattern Matching by Frank Edward Gennari Pdf