Statistical Performance Analysis and Modeling Techniques for Nanometer VLSI Designs

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Publisher : Springer Science & Business Media
ISBN 13 : 1461407885
Total Pages : 326 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Statistical Performance Analysis and Modeling Techniques for Nanometer VLSI Designs by : Ruijing Shen

Download or read book Statistical Performance Analysis and Modeling Techniques for Nanometer VLSI Designs written by Ruijing Shen and published by Springer Science & Business Media. This book was released on 2014-07-08 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since process variation and chip performance uncertainties have become more pronounced as technologies scale down into the nanometer regime, accurate and efficient modeling or characterization of variations from the device to the architecture level have become imperative for the successful design of VLSI chips. This book provides readers with tools for variation-aware design methodologies and computer-aided design (CAD) of VLSI systems, in the presence of process variations at the nanometer scale. It presents the latest developments for modeling and analysis, with a focus on statistical interconnect modeling, statistical parasitic extractions, statistical full-chip leakage and dynamic power analysis considering spatial correlations, statistical analysis and modeling for large global interconnects and analog/mixed-signal circuits. Provides readers with timely, systematic and comprehensive treatments of statistical modeling and analysis of VLSI systems with a focus on interconnects, on-chip power grids and clock networks, and analog/mixed-signal circuits; Helps chip designers understand the potential and limitations of their design tools, improving their design productivity; Presents analysis of each algorithm with practical applications in the context of real circuit design; Includes numerical examples for the quantitative analysis and evaluation of algorithms presented. Provides readers with timely, systematic and comprehensive treatments of statistical modeling and analysis of VLSI systems with a focus on interconnects, on-chip power grids and clock networks, and analog/mixed-signal circuits; Helps chip designers understand the potential and limitations of their design tools, improving their design productivity; Presents analysis of each algorithm with practical applications in the context of real circuit design; Includes numerical examples for the quantitative analysis and evaluation of algorithms presented.

Statistical Analysis and Optimization for VLSI: Timing and Power

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Publisher : Springer Science & Business Media
ISBN 13 : 0387265287
Total Pages : 284 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis Statistical Analysis and Optimization for VLSI: Timing and Power by : Ashish Srivastava

Download or read book Statistical Analysis and Optimization for VLSI: Timing and Power written by Ashish Srivastava and published by Springer Science & Business Media. This book was released on 2006-04-04 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: Covers the statistical analysis and optimization issues arising due to increased process variations in current technologies. Comprises a valuable reference for statistical analysis and optimization techniques in current and future VLSI design for CAD-Tool developers and for researchers interested in starting work in this very active area of research. Written by author who lead much research in this area who provide novel ideas and approaches to handle the addressed issues

Nanometer Variation-Tolerant SRAM

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Publisher : Springer Science & Business Media
ISBN 13 : 146141749X
Total Pages : 176 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Nanometer Variation-Tolerant SRAM by : Mohamed Abu Rahma

Download or read book Nanometer Variation-Tolerant SRAM written by Mohamed Abu Rahma and published by Springer Science & Business Media. This book was released on 2012-09-26 with total page 176 pages. Available in PDF, EPUB and Kindle. Book excerpt: Variability is one of the most challenging obstacles for IC design in the nanometer regime. In nanometer technologies, SRAM show an increased sensitivity to process variations due to low-voltage operation requirements, which are aggravated by the strong demand for lower power consumption and cost, while achieving higher performance and density. With the drastic increase in memory densities, lower supply voltages, and higher variations, statistical simulation methodologies become imperative to estimate memory yield and optimize performance and power. This book is an invaluable reference on robust SRAM circuits and statistical design methodologies for researchers and practicing engineers in the field of memory design. It combines state of the art circuit techniques and statistical methodologies to optimize SRAM performance and yield in nanometer technologies. Provides comprehensive review of state-of-the-art, variation-tolerant SRAM circuit techniques; Discusses Impact of device related process variations and how they affect circuit and system performance, from a design point of view; Helps designers optimize memory yield, with practical statistical design methodologies and yield estimation techniques.

Yield-Aware Analog IC Design and Optimization in Nanometer-scale Technologies

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Publisher : Springer Nature
ISBN 13 : 3030415368
Total Pages : 254 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Yield-Aware Analog IC Design and Optimization in Nanometer-scale Technologies by : António Manuel Lourenço Canelas

Download or read book Yield-Aware Analog IC Design and Optimization in Nanometer-scale Technologies written by António Manuel Lourenço Canelas and published by Springer Nature. This book was released on 2020-03-20 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a new methodology with reduced time impact to address the problem of analog integrated circuit (IC) yield estimation by means of Monte Carlo (MC) analysis, inside an optimization loop of a population-based algorithm. The low time impact on the overall optimization processes enables IC designers to perform yield optimization with the most accurate yield estimation method, MC simulations using foundry statistical device models considering local and global variations. The methodology described by the authors delivers on average a reduction of 89% in the total number of MC simulations, when compared to the exhaustive MC analysis over the full population. In addition to describing a newly developed yield estimation technique, the authors also provide detailed background on automatic analog IC sizing and optimization.

Machine Learning in VLSI Computer-Aided Design

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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

Energy Efficient Computing & Electronics

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Publisher : CRC Press
ISBN 13 : 1351779869
Total Pages : 475 pages
Book Rating : 4.3/5 (517 download)

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Book Synopsis Energy Efficient Computing & Electronics by : Santosh K. Kurinec

Download or read book Energy Efficient Computing & Electronics written by Santosh K. Kurinec and published by CRC Press. This book was released on 2019-01-31 with total page 475 pages. Available in PDF, EPUB and Kindle. Book excerpt: In our abundant computing infrastructure, performance improvements across most all application spaces are now severely limited by the energy dissipation involved in processing, storing, and moving data. The exponential increase in the volume of data to be handled by our computational infrastructure is driven in large part by unstructured data from countless sources. This book explores revolutionary device concepts, associated circuits, and architectures that will greatly extend the practical engineering limits of energy-efficient computation from device to circuit to system level. With chapters written by international experts in their corresponding field, the text investigates new approaches to lower energy requirements in computing. Features • Has a comprehensive coverage of various technologies • Written by international experts in their corresponding field • Covers revolutionary concepts at the device, circuit, and system levels

Low-Power Variation-Tolerant Design in Nanometer Silicon

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Publisher : Springer Science & Business Media
ISBN 13 : 1441974180
Total Pages : 444 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Low-Power Variation-Tolerant Design in Nanometer Silicon by : Swarup Bhunia

Download or read book Low-Power Variation-Tolerant Design in Nanometer Silicon written by Swarup Bhunia and published by Springer Science & Business Media. This book was released on 2010-11-10 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: Design considerations for low-power operations and robustness with respect to variations typically impose contradictory requirements. Low-power design techniques such as voltage scaling, dual-threshold assignment and gate sizing can have large negative impact on parametric yield under process variations. This book focuses on circuit/architectural design techniques for achieving low power operation under parameter variations. We consider both logic and memory design aspects and cover modeling and analysis, as well as design methodology to achieve simultaneously low power and variation tolerance, while minimizing design overhead. This book will discuss current industrial practices and emerging challenges at future technology nodes.

Timing Performance of Nanometer Digital Circuits Under Process Variations

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Publisher : Springer
ISBN 13 : 3319754653
Total Pages : 195 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Timing Performance of Nanometer Digital Circuits Under Process Variations by : Victor Champac

Download or read book Timing Performance of Nanometer Digital Circuits Under Process Variations written by Victor Champac and published by Springer. This book was released on 2018-04-18 with total page 195 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses the digital design of integrated circuits under process variations, with a focus on design-time solutions. The authors describe a step-by-step methodology, going from logic gates to logic paths to the circuit level. Topics are presented in comprehensively, without overwhelming use of analytical formulations. Emphasis is placed on providing digital designers with understanding of the sources of process variations, their impact on circuit performance and tools for improving their designs to comply with product specifications. Various circuit-level “design hints” are highlighted, so that readers can use then to improve their designs. A special treatment is devoted to unique design issues and the impact of process variations on the performance of FinFET based circuits. This book enables readers to make optimal decisions at design time, toward more efficient circuits, with better yield and higher reliability.

Extreme Statistics in Nanoscale Memory Design

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Publisher : Springer Science & Business Media
ISBN 13 : 1441966064
Total Pages : 254 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Extreme Statistics in Nanoscale Memory Design by : Amith Singhee

Download or read book Extreme Statistics in Nanoscale Memory Design written by Amith Singhee and published by Springer Science & Business Media. This book was released on 2010-09-09 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: Knowledge exists: you only have to ?nd it VLSI design has come to an important in?ection point with the appearance of large manufacturing variations as semiconductor technology has moved to 45 nm feature sizes and below. If we ignore the random variations in the manufacturing process, simulation-based design essentially becomes useless, since its predictions will be far from the reality of manufactured ICs. On the other hand, using design margins based on some traditional notion of worst-case scenarios can force us to sacri?ce too much in terms of power consumption or manufacturing cost, to the extent of making the design goals even infeasible. We absolutely need to explicitly account for the statistics of this random variability, to have design margins that are accurate so that we can ?nd the optimum balance between yield loss and design cost. This discontinuity in design processes has led many researchers to develop effective methods of statistical design, where the designer can simulate not just the behavior of the nominal design, but the expected statistics of the behavior in manufactured ICs. Memory circuits tend to be the hardest hit by the problem of these random variations because of their high replication count on any single chip, which demands a very high statistical quality from the product. Requirements of 5–6s (0.

Handbook of Algorithms for Physical Design Automation

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Publisher : CRC Press
ISBN 13 : 1420013483
Total Pages : 1043 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Handbook of Algorithms for Physical Design Automation by : Charles J. Alpert

Download or read book Handbook of Algorithms for Physical Design Automation written by Charles J. Alpert and published by CRC Press. This book was released on 2008-11-12 with total page 1043 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

VLSI-SoC: Advanced Topics on Systems on a Chip

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Publisher : Springer
ISBN 13 : 0387895582
Total Pages : 315 pages
Book Rating : 4.3/5 (878 download)

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Book Synopsis VLSI-SoC: Advanced Topics on Systems on a Chip by : Ricardo Reis

Download or read book VLSI-SoC: Advanced Topics on Systems on a Chip written by Ricardo Reis and published by Springer. This book was released on 2009-04-05 with total page 315 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains extended and revised versions of the best papers that were presented during the fifteenth edition of the IFIP/IEEE WG10.5 International Conference on Very Large Scale Integration, a global System-on-a-Chip Design & CAD conference. The 15th conference was held at the Georgia Institute of Technology, Atlanta, USA (October 15-17, 2007). Previous conferences have taken place in Edinburgh, Trondheim, Vancouver, Munich, Grenoble, Tokyo, Gramado, Lisbon, Montpellier, Darmstadt, Perth and Nice. The purpose of this conference, sponsored by IFIP TC 10 Working Group 10.5 and by the IEEE Council on Electronic Design Automation (CEDA), is to provide a forum to exchange ideas and show industrial and academic research results in the field of 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, as well in the test of these systems. VLSI-SoC conferences aim to address these exciting new issues.

Handbook of Nanoscale Optics and Electronics

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Publisher : Academic Press
ISBN 13 : 0123751799
Total Pages : 402 pages
Book Rating : 4.1/5 (237 download)

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Book Synopsis Handbook of Nanoscale Optics and Electronics by :

Download or read book Handbook of Nanoscale Optics and Electronics written by and published by Academic Press. This book was released on 2010-05-25 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the increasing demand for smaller, faster, and more highly integrated optical and electronic devices, as well as extremely sensitive detectors for biomedical and environmental applications, a field called nano-optics or nano-photonics/electronics is emerging – studying the many promising optical properties of nanostructures. Like nanotechnology itself, it is a rapidly evolving and changing field – but because of strong research activity in optical communication and related devices, combined with the intensive work on nanotechnology, nano-optics is shaping up fast to be a field with a promising future. This book serves as a one-stop review of modern nano-optical/photonic and nano-electronic techniques, applications, and developments. - Provides overview of the field of Nano-optics/photonics and electronics, detailing practical examples of photonic technology in a wide range of applications - Discusses photonic systems and devices with mathematical rigor precise enough for design purposes - A one-stop review of modern nano-optical/photonic and nano-electronic techniques, applications, and developments

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

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Publisher : Bentham Science Publishers
ISBN 13 : 1608050742
Total Pages : 200 pages
Book Rating : 4.6/5 (8 download)

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Book Synopsis Recent Topics on Modeling of Semiconductor Processes, Devices, and Circuits by : Rasit Onur Topaloglu

Download or read book Recent Topics on Modeling of Semiconductor Processes, Devices, and Circuits written by Rasit Onur Topaloglu and published by Bentham Science Publishers. This book was released on 2011-09-09 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: "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"

Closing the Power Gap between ASIC & Custom

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Publisher : Springer Science & Business Media
ISBN 13 : 0387689532
Total Pages : 392 pages
Book Rating : 4.3/5 (876 download)

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Book Synopsis Closing the Power Gap between ASIC & Custom by : David Chinnery

Download or read book Closing the Power Gap between ASIC & Custom written by David Chinnery and published by Springer Science & Business Media. This book was released on 2008-01-23 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explains how to use low power design in an automated design flow, and examine the design time and performance trade-offs Includes the latest tools and techniques for low power design applied in an ASIC design flow Focuses on low power in an automated design methodology, a much neglected area

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

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Publisher : CRC Press
ISBN 13 : 1351831003
Total Pages : 893 pages
Book Rating : 4.3/5 (518 download)

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Book Synopsis Electronic Design Automation for IC Implementation, Circuit Design, and Process Technology by : Luciano Lavagno

Download or read book Electronic Design Automation for IC Implementation, Circuit Design, and Process Technology written by Luciano Lavagno and published by CRC Press. This book was released on 2017-02-03 with total page 893 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Compact Models for Integrated Circuit Design

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Publisher : CRC Press
ISBN 13 : 148224067X
Total Pages : 548 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Compact Models for Integrated Circuit Design by : Samar K. Saha

Download or read book Compact Models for Integrated Circuit Design written by Samar K. Saha and published by CRC Press. This book was released on 2018-09-03 with total page 548 pages. Available in PDF, EPUB and Kindle. Book excerpt: Compact Models for Integrated Circuit Design: Conventional Transistors and Beyond provides a modern treatise on compact models for circuit computer-aided design (CAD). Written by an author with more than 25 years of industry experience in semiconductor processes, devices, and circuit CAD, and more than 10 years of academic experience in teaching compact modeling courses, this first-of-its-kind book on compact SPICE models for very-large-scale-integrated (VLSI) chip design offers a balanced presentation of compact modeling crucial for addressing current modeling challenges and understanding new models for emerging devices. Starting from basic semiconductor physics and covering state-of-the-art device regimes from conventional micron to nanometer, this text: Presents industry standard models for bipolar-junction transistors (BJTs), metal-oxide-semiconductor (MOS) field-effect-transistors (FETs), FinFETs, and tunnel field-effect transistors (TFETs), along with statistical MOS models Discusses the major issue of process variability, which severely impacts device and circuit performance in advanced technologies and requires statistical compact models Promotes further research of the evolution and development of compact models for VLSI circuit design and analysis Supplies fundamental and practical knowledge necessary for efficient integrated circuit (IC) design using nanoscale devices Includes exercise problems at the end of each chapter and extensive references at the end of the book Compact Models for Integrated Circuit Design: Conventional Transistors and Beyond is intended for senior undergraduate and graduate courses in electrical and electronics engineering as well as for researchers and practitioners working in the area of electron devices. However, even those unfamiliar with semiconductor physics gain a solid grasp of compact modeling concepts from this book.

Semiconductor Memories and Systems

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Publisher : Woodhead Publishing
ISBN 13 : 0128209461
Total Pages : 364 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Semiconductor Memories and Systems by : Andrea Redaelli

Download or read book Semiconductor Memories and Systems written by Andrea Redaelli and published by Woodhead Publishing. This book was released on 2022-06-07 with total page 364 pages. Available in PDF, EPUB and Kindle. Book excerpt: Semiconductor Memories and Systems provides a comprehensive overview of the current state of semiconductor memory at the technology and system levels. After an introduction on market trends and memory applications, the book focuses on mainstream technologies, illustrating their current status, challenges and opportunities, with special attention paid to scalability paths. Technologies discussed include static random access memory (SRAM), dynamic random access memory (DRAM), non-volatile memory (NVM), and NAND flash memory. Embedded memory and requirements and system level needs for storage class memory are also addressed. Each chapter covers physical operating mechanisms, fabrication technologies, and the main challenges to scalability.Finally, the work reviews the emerging trends for storage class memory, mainly focusing on the advantages and opportunities of phase change based memory technologies. - Features contributions from experts from leading companies in semiconductor memory - Discusses physical operating mechanisms, fabrication technologies and paths to scalability for current and emerging semiconductor memories - Reviews primary memory technologies, including SRAM, DRAM, NVM and NAND flash memory - Includes emerging storage class memory technologies such as phase change memory