Soft Error Mechanisms Modeling And Mitigation

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Soft Error Mechanisms, Modeling and Mitigation

Author : Selahattin Sayil
Publisher : Springer
ISBN 13 : 3319306073
Total Pages : 105 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Soft Error Mechanisms, Modeling and Mitigation by : Selahattin Sayil

Download or read book Soft Error Mechanisms, Modeling and Mitigation written by Selahattin Sayil and published by Springer. This book was released on 2016-02-25 with total page 105 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces readers to various radiation soft-error mechanisms such as soft delays, radiation induced clock jitter and pulses, and single event (SE) coupling induced effects. In addition to discussing various radiation hardening techniques for combinational logic, the author also describes new mitigation strategies targeting commercial designs. Coverage includes novel soft error mitigation techniques such as the Dynamic Threshold Technique and Soft Error Filtering based on Transmission gate with varied gate and body bias. The discussion also includes modeling of SE crosstalk noise, delay and speed-up effects. Various mitigation strategies to eliminate SE coupling effects are also introduced. Coverage also includes the reliability of low power energy-efficient designs and the impact of leakage power consumption optimizations on soft error robustness. The author presents an analysis of various power optimization techniques, enabling readers to make design choices that reduce static power consumption and improve soft error reliability at the same time.

Mitigating Process Variability and Soft Errors at Circuit-Level for FinFETs

Author : Alexandra Zimpeck
Publisher : Springer Nature
ISBN 13 : 3030683680
Total Pages : 131 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Mitigating Process Variability and Soft Errors at Circuit-Level for FinFETs by : Alexandra Zimpeck

Download or read book Mitigating Process Variability and Soft Errors at Circuit-Level for FinFETs written by Alexandra Zimpeck and published by Springer Nature. This book was released on 2021-03-10 with total page 131 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book evaluates the influence of process variations (e.g. work-function fluctuations) and radiation-induced soft errors in a set of logic cells using FinFET technology, considering the 7nm technological node as a case study. Moreover, for accurate soft error estimation, the authors adopt a radiation event generator tool (MUSCA SEP3), which deals both with layout features and electrical properties of devices. The authors also explore four circuit-level techniques (e.g. transistor reordering, decoupling cells, Schmitt Trigger, and sleep transistor) as alternatives to attenuate the unwanted effects on FinFET logic cells. This book also evaluates the mitigation tendency when different levels of process variation, transistor sizing, and radiation particle characteristics are applied in the design. An overall comparison of all methods addressed by this work is provided allowing to trace a trade-off between the reliability gains and the design penalties of each approach regarding the area, performance, power consumption, single event transient (SET) pulse width, and SET cross-section.

Soft Error Reliability of VLSI Circuits

Author : Behnam Ghavami
Publisher : Springer Nature
ISBN 13 : 3030516105
Total Pages : 114 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Soft Error Reliability of VLSI Circuits by : Behnam Ghavami

Download or read book Soft Error Reliability of VLSI Circuits written by Behnam Ghavami and published by Springer Nature. This book was released on 2020-10-13 with total page 114 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is intended for readers who are interested in the design of robust and reliable electronic digital systems. The authors cover emerging trends in design of today’s reliable electronic systems which are applicable to safety-critical applications, such as automotive or healthcare electronic systems. The emphasis is on modeling approaches and algorithms for analysis and mitigation of soft errors in nano-scale CMOS digital circuits, using techniques that are the cornerstone of Computer Aided Design (CAD) of reliable VLSI circuits. The authors introduce software tools for analysis and mitigation of soft errors in electronic systems, which can be integrated easily with design flows. In addition to discussing soft error aware analysis techniques for combinational logic, the authors also describe new soft error mitigation strategies targeting commercial digital circuits. Coverage includes novel Soft Error Rate (SER) analysis techniques such as process variation aware SER estimation and GPU accelerated SER analysis techniques, in addition to SER reduction methods such as gate sizing and logic restructuring based SER techniques.

Soft Errors in Modern Electronic Systems

Author : Michael Nicolaidis
Publisher : Springer Science & Business Media
ISBN 13 : 1441969934
Total Pages : 331 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Soft Errors in Modern Electronic Systems by : Michael Nicolaidis

Download or read book Soft Errors in Modern Electronic Systems written by Michael Nicolaidis and published by Springer Science & Business Media. This book was released on 2010-09-24 with total page 331 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive presentation of the most advanced research results and technological developments enabling understanding, qualifying and mitigating the soft errors effect in advanced electronics, including the fundamental physical mechanisms of radiation induced soft errors, the various steps that lead to a system failure, the modelling and simulation of soft error at various levels (including physical, electrical, netlist, event driven, RTL, and system level modelling and simulation), hardware fault injection, accelerated radiation testing and natural environment testing, soft error oriented test structures, process-level, device-level, cell-level, circuit-level, architectural-level, software level and system level soft error mitigation techniques. The book contains a comprehensive presentation of most recent advances on understanding, qualifying and mitigating the soft error effect in advanced electronic systems, presented by academia and industry experts in reliability, fault tolerance, EDA, processor, SoC and system design, and in particular, experts from industries that have faced the soft error impact in terms of product reliability and related business issues and were in the forefront of the countermeasures taken by these companies at multiple levels in order to mitigate the soft error effects at a cost acceptable for commercial products. In a fast moving field, where the impact on ground level electronics is very recent and its severity is steadily increasing at each new process node, impacting one after another various industry sectors (as an example, the Automotive Electronics Council comes to publish qualification requirements on soft errors), research and technology developments and industrial practices have evolve very fast, outdating the most recent books edited at 2004.

Machine Learning Support for Fault Diagnosis of System-on-Chip

Author : Patrick Girard
Publisher : Springer Nature
ISBN 13 : 3031196392
Total Pages : 320 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Machine Learning Support for Fault Diagnosis of System-on-Chip by : Patrick Girard

Download or read book Machine Learning Support for Fault Diagnosis of System-on-Chip written by Patrick Girard and published by Springer Nature. This book was released on 2023-03-13 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a state-of-the-art guide to Machine Learning (ML)-based techniques that have been shown to be highly efficient for diagnosis of failures in electronic circuits and systems. The methods discussed can be used for volume diagnosis after manufacturing or for diagnosis of customer returns. Readers will be enabled to deal with huge amount of insightful test data that cannot be exploited otherwise in an efficient, timely manner. After some background on fault diagnosis and machine learning, the authors explain and apply optimized techniques from the ML domain to solve the fault diagnosis problem in the realm of electronic system design and manufacturing. These techniques can be used for failure isolation in logic or analog circuits, board-level fault diagnosis, or even wafer-level failure cluster identification. Evaluation metrics as well as industrial case studies are used to emphasize the usefulness and benefits of using ML-based diagnosis techniques.

Built-in Fault-Tolerant Computing Paradigm for Resilient Large-Scale Chip Design

Author : Xiaowei Li
Publisher : Springer Nature
ISBN 13 : 9811985510
Total Pages : 318 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Built-in Fault-Tolerant Computing Paradigm for Resilient Large-Scale Chip Design by : Xiaowei Li

Download or read book Built-in Fault-Tolerant Computing Paradigm for Resilient Large-Scale Chip Design written by Xiaowei Li and published by Springer Nature. This book was released on 2023-03-01 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the end of Dennard scaling and Moore’s law, IC chips, especially large-scale ones, now face more reliability challenges, and reliability has become one of the mainstay merits of VLSI designs. In this context, this book presents a built-in on-chip fault-tolerant computing paradigm that seeks to combine fault detection, fault diagnosis, and error recovery in large-scale VLSI design in a unified manner so as to minimize resource overhead and performance penalties. Following this computing paradigm, we propose a holistic solution based on three key components: self-test, self-diagnosis and self-repair, or “3S” for short. We then explore the use of 3S for general IC designs, general-purpose processors, network-on-chip (NoC) and deep learning accelerators, and present prototypes to demonstrate how 3S responds to in-field silicon degradation and recovery under various runtime faults caused by aging, process variations, or radical particles. Moreover, we demonstrate that 3S not only offers a powerful backbone for various on-chip fault-tolerant designs and implementations, but also has farther-reaching implications such as maintaining graceful performance degradation, mitigating the impact of verification blind spots, and improving chip yield. This book is the outcome of extensive fault-tolerant computing research pursued at the State Key Lab of Processors, Institute of Computing Technology, Chinese Academy of Sciences over the past decade. The proposed built-in on-chip fault-tolerant computing paradigm has been verified in a broad range of scenarios, from small processors in satellite computers to large processors in HPCs. Hopefully, it will provide an alternative yet effective solution to the growing reliability challenges for large-scale VLSI designs.

Noise Contamination in Nanoscale VLSI Circuits

Author : Selahattin Sayil
Publisher : Springer Nature
ISBN 13 : 303112751X
Total Pages : 142 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Noise Contamination in Nanoscale VLSI Circuits by : Selahattin Sayil

Download or read book Noise Contamination in Nanoscale VLSI Circuits written by Selahattin Sayil and published by Springer Nature. This book was released on 2022-08-31 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook provides readers with a comprehensive introduction to various noise sources that significantly reduce performance and reliability in nanometer-scale integrated circuits. The author covers different types of noise, such as crosstalk noise caused by signal switching of adjacent wires, power supply noise or IR voltage drop in the power line due to simultaneous buffer / gate switching events, substrate coupling noise, radiation-induced transients, thermally induced noise and noise due to process and environmental Coverages also includes the relationship between some of these noise sources, as well as compound effects, and modeling and mitigation of noise mechanisms.

Soft Error Reliability Using Virtual Platforms

Author : Felipe Rocha da Rosa
Publisher : Springer Nature
ISBN 13 : 3030557049
Total Pages : 142 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Soft Error Reliability Using Virtual Platforms by : Felipe Rocha da Rosa

Download or read book Soft Error Reliability Using Virtual Platforms written by Felipe Rocha da Rosa and published by Springer Nature. This book was released on 2020-11-02 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes the benefits and drawbacks inherent in the use of virtual platforms (VPs) to perform fast and early soft error assessment of multicore systems. The authors show that VPs provide engineers with appropriate means to investigate new and more efficient fault injection and mitigation techniques. Coverage also includes the use of machine learning techniques (e.g., linear regression) to speed-up the soft error evaluation process by pinpointing parameters (e.g., architectural) with the most substantial impact on the software stack dependability. This book provides valuable information and insight through more than 3 million individual scenarios and 2 million simulation-hours. Further, this book explores machine learning techniques usage to navigate large fault injection datasets.

Dependable Embedded Systems

Author : Jörg Henkel
Publisher : Springer Nature
ISBN 13 : 303052017X
Total Pages : 606 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Dependable Embedded Systems by : Jörg Henkel

Download or read book Dependable Embedded Systems written by Jörg Henkel and published by Springer Nature. This book was released on 2020-12-09 with total page 606 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Open Access book introduces readers to many new techniques for enhancing and optimizing reliability in embedded systems, which have emerged particularly within the last five years. This book introduces the most prominent reliability concerns from today’s points of view and roughly recapitulates the progress in the community so far. Unlike other books that focus on a single abstraction level such circuit level or system level alone, the focus of this book is to deal with the different reliability challenges across different levels starting from the physical level all the way to the system level (cross-layer approaches). The book aims at demonstrating how new hardware/software co-design solution can be proposed to ef-fectively mitigate reliability degradation such as transistor aging, processor variation, temperature effects, soft errors, etc. Provides readers with latest insights into novel, cross-layer methods and models with respect to dependability of embedded systems; Describes cross-layer approaches that can leverage reliability through techniques that are pro-actively designed with respect to techniques at other layers; Explains run-time adaptation and concepts/means of self-organization, in order to achieve error resiliency in complex, future many core systems.

Architecture Design for Soft Errors

Author : Shubu Mukherjee
Publisher : Morgan Kaufmann
ISBN 13 : 0080558321
Total Pages : 361 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis Architecture Design for Soft Errors by : Shubu Mukherjee

Download or read book Architecture Design for Soft Errors written by Shubu Mukherjee and published by Morgan Kaufmann. This book was released on 2011-08-29 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: Architecture Design for Soft Errors provides a comprehensive description of the architectural techniques to tackle the soft error problem. It covers the new methodologies for quantitative analysis of soft errors as well as novel, cost-effective architectural techniques to mitigate them. To provide readers with a better grasp of the broader problem definition and solution space, this book also delves into the physics of soft errors and reviews current circuit and software mitigation techniques. There are a number of different ways this book can be read or used in a course: as a complete course on architecture design for soft errors covering the entire book; a short course on architecture design for soft errors; and as a reference book on classical fault-tolerant machines. This book is recommended for practitioners in semi-conductor industry, researchers and developers in computer architecture, advanced graduate seminar courses on soft errors, and (iv) as a reference book for undergraduate courses in computer architecture. Helps readers build-in fault tolerance to the billions of microchips produced each year, all of which are subject to soft errors Shows readers how to quantify their soft error reliability Provides state-of-the-art techniques to protect against soft errors

VLSI

Author : Tomasz Wojcicki
Publisher : CRC Press
ISBN 13 : 1466599103
Total Pages : 486 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis VLSI by : Tomasz Wojcicki

Download or read book VLSI written by Tomasz Wojcicki and published by CRC Press. This book was released on 2017-12-19 with total page 486 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recently the world celebrated the 60th anniversary of the invention of the first transistor. The first integrated circuit (IC) was built a decade later, with the first microprocessor designed in the early 1970s. Today, ICs are a part of nearly every aspect of our daily lives. They help us live longer and more comfortably, and do more, faster. All this is possible because of the relentless search for new materials, circuit designs, and ideas happening on a daily basis at industrial and academic institutions around the globe. Showcasing the latest advances in very-large-scale integrated (VLSI) circuits, VLSI: Circuits for Emerging Applications provides a balanced view of industrial and academic developments beyond silicon and complementary metal–oxide–semiconductor (CMOS) technology. From quantum-dot cellular automata (QCA) to chips for cochlear implants, this must-have resource: Investigates the trend of combining multiple cores in a single chip to boost performance of the overall system Describes a novel approach to enable physically unclonable functions (PUFs) using intrinsic features of a VLSI chip Examines the VLSI implementations of major symmetric and asymmetric key cryptographic algorithms, hash functions, and digital signatures Discusses nonvolatile memories such as resistive random-access memory (Re-RAM), magneto-resistive RAM (MRAM), and floating-body RAM (FB-RAM) Explores organic transistors, soft errors, photonics, nanoelectromechanical (NEM) relays, reversible computation, bioinformatics, asynchronous logic, and more VLSI: Circuits for Emerging Applications presents cutting-edge research, design architectures, materials, and uses for VLSI circuits, offering valuable insight into the current state of the art of micro- and nanoelectronics.

Early Soft Error Reliability Assessment of Convolutional Neural Networks Executing on Resource-Constrained IoT Edge Devices

Author : Geancarlo Abich
Publisher : Springer Nature
ISBN 13 : 3031185994
Total Pages : 143 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Early Soft Error Reliability Assessment of Convolutional Neural Networks Executing on Resource-Constrained IoT Edge Devices by : Geancarlo Abich

Download or read book Early Soft Error Reliability Assessment of Convolutional Neural Networks Executing on Resource-Constrained IoT Edge Devices written by Geancarlo Abich and published by Springer Nature. This book was released on 2023-01-01 with total page 143 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes an extensive and consistent soft error assessment of convolutional neural network (CNN) models from different domains through more than 14.8 million fault injections, considering different precision bit-width configurations, optimization parameters, and processor models. The authors also evaluate the relative performance, memory utilization, and soft error reliability trade-offs analysis of different CNN models considering a compiler-based technique w.r.t. traditional redundancy approaches.

Reliable Software for Unreliable Hardware

Author : Semeen Rehman
Publisher : Springer
ISBN 13 : 3319257722
Total Pages : 237 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Reliable Software for Unreliable Hardware by : Semeen Rehman

Download or read book Reliable Software for Unreliable Hardware written by Semeen Rehman and published by Springer. This book was released on 2016-04-20 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes novel software concepts to increase reliability under user-defined constraints. The authors’ approach bridges, for the first time, the reliability gap between hardware and software. Readers will learn how to achieve increased soft error resilience on unreliable hardware, while exploiting the inherent error masking characteristics and error (stemming from soft errors, aging, and process variations) mitigations potential at different software layers.

Radiation Effects in Semiconductors

Author : Krzysztof Iniewski
Publisher : CRC Press
ISBN 13 : 1439826951
Total Pages : 432 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Radiation Effects in Semiconductors by : Krzysztof Iniewski

Download or read book Radiation Effects in Semiconductors written by Krzysztof Iniewski and published by CRC Press. This book was released on 2018-09-03 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Space applications, nuclear physics, military operations, medical imaging, and especially electronics (modern silicon processing) are obvious fields in which radiation damage can have serious consequences, i.e., degradation of MOS devices and circuits. Zeroing in on vital aspects of this broad and complex topic, Radiation Effects in Semiconductors addresses the ever-growing need for a clear understanding of radiation effects on semiconductor devices and circuits to combat potential damage it can cause. Features a chapter authored by renowned radiation authority Lawrence T. Clark on Radiation Hardened by Design SRAM Strategies for TID and SEE Mitigation This book analyzes the radiation problem, focusing on the most important aspects required for comprehending the degrading effects observed in semiconductor devices, circuits, and systems when they are irradiated. It explores how radiation interacts with solid materials, providing a detailed analysis of three ways this occurs: Photoelectric effect, Compton effect, and creation of electron-positron pairs. The author explains that the probability of these three effects occurring depends on the energy of the incident photon and the atomic number of the target. The book also discusses the effects that photons can have on matter—in terms of ionization effects and nuclear displacement Written for post-graduate researchers, semiconductor engineers, and nuclear and space engineers with some electronics background, this carefully constructed reference explains how ionizing radiation is creating damage in semiconducting devices and circuits and systems—and how that damage can be avoided in areas such as military/space missions, nuclear applications, plasma damage, and X-ray-based techniques. It features top-notch international experts in industry and academia who address emerging detector technologies, circuit design techniques, new materials, and innovative system approaches.

System Level ESD Co-Design

Author : Charvaka Duvvury
Publisher : John Wiley & Sons
ISBN 13 : 1118861841
Total Pages : 424 pages
Book Rating : 4.1/5 (188 download)

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Book Synopsis System Level ESD Co-Design by : Charvaka Duvvury

Download or read book System Level ESD Co-Design written by Charvaka Duvvury and published by John Wiley & Sons. This book was released on 2015-08-04 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: An effective and cost efficient protection of electronic system against ESD stress pulses specified by IEC 61000-4-2 is paramount for any system design. This pioneering book presents the collective knowledge of system designers and system testing experts and state-of-the-art techniques for achieving efficient system-level ESD protection, with minimum impact on the system performance. All categories of system failures ranging from 'hard' to 'soft' types are considered to review simulation and tool applications that can be used. The principal focus of System Level ESD Co-Design is defining and establishing the importance of co-design efforts from both IC supplier and system builder perspectives. ESD designers often face challenges in meeting customers' system-level ESD requirements and, therefore, a clear understanding of the techniques presented here will facilitate effective simulation approaches leading to better solutions without compromising system performance. With contributions from Robert Ashton, Jeffrey Dunnihoo, Micheal Hopkins, Pratik Maheshwari, David Pomerenke, Wolfgang Reinprecht, and Matti Usumaki, readers benefit from hands-on experience and in-depth knowledge in topics ranging from ESD design and the physics of system ESD phenomena to tools and techniques to address soft failures and strategies to design ESD-robust systems that include mobile and automotive applications. The first dedicated resource to system-level ESD co-design, this is an essential reference for industry ESD designers, system builders, IC suppliers and customers and also Original Equipment Manufacturers (OEMs). Key features: Clarifies the concept of system level ESD protection. Introduces a co-design approach for ESD robust systems. Details soft and hard ESD fail mechanisms. Detailed protection strategies for both mobile and automotive applications. Explains simulation tools and methodology for system level ESD co-design and overviews available test methods and standards. Highlights economic benefits of system ESD co-design.

Extreme Environment Electronics

Author : John D. Cressler
Publisher : CRC Press
ISBN 13 : 143987431X
Total Pages : 1041 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Extreme Environment Electronics by : John D. Cressler

Download or read book Extreme Environment Electronics written by John D. Cressler and published by CRC Press. This book was released on 2017-12-19 with total page 1041 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unfriendly to conventional electronic devices, circuits, and systems, extreme environments represent a serious challenge to designers and mission architects. The first truly comprehensive guide to this specialized field, Extreme Environment Electronics explains the essential aspects of designing and using devices, circuits, and electronic systems intended to operate in extreme environments, including across wide temperature ranges and in radiation-intense scenarios such as space. The Definitive Guide to Extreme Environment Electronics Featuring contributions by some of the world’s foremost experts in extreme environment electronics, the book provides in-depth information on a wide array of topics. It begins by describing the extreme conditions and then delves into a description of suitable semiconductor technologies and the modeling of devices within those technologies. It also discusses reliability issues and failure mechanisms that readers need to be aware of, as well as best practices for the design of these electronics. Continuing beyond just the "paper design" of building blocks, the book rounds out coverage of the design realization process with verification techniques and chapters on electronic packaging for extreme environments. The final set of chapters describes actual chip-level designs for applications in energy and space exploration. Requiring only a basic background in electronics, the book combines theoretical and practical aspects in each self-contained chapter. Appendices supply additional background material. With its broad coverage and depth, and the expertise of the contributing authors, this is an invaluable reference for engineers, scientists, and technical managers, as well as researchers and graduate students. A hands-on resource, it explores what is required to successfully operate electronics in the most demanding conditions.

VLSI-SoC: Research Trends in VLSI and Systems on Chip

Author : Giovanni De Micheli
Publisher : Springer
ISBN 13 : 0387749098
Total Pages : 394 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis VLSI-SoC: Research Trends in VLSI and Systems on Chip by : Giovanni De Micheli

Download or read book VLSI-SoC: Research Trends in VLSI and Systems on Chip written by Giovanni De Micheli and published by Springer. This book was released on 2010-08-23 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains extended and revised versions of the best papers presented during the fourteenth IFIP TC 10/WG 10.5 International Conference on Very Large Scale Integration. This conference provides a forum to exchange ideas and show industrial and academic research results in microelectronics design. The current trend toward increasing chip integration and technology process advancements brings about stimulating new challenges both at the physical and system-design levels.