On-Chip Interconnect Conductor Materials for End-Of-Roadmap Technology Nodes Anshul A
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Characterization of the Cmos Finfet Structure On
CHARACTERIZATION OF THE CMOS FINFET STRUCTURE ON SINGLE-EVENT EFFECTS { BASIC CHARGE COLLECTION MECHANISMS AND SOFT ERROR MODES By Patrick Nsengiyumva Dissertation Submitted to the Faculty of the Graduate School of Vanderbilt University in partial fulfillment of the requirements for the degree of DOCTOR OF PHILOSOPHY in Electrical Engineering May 11, 2018 Nashville, Tennessee Approved: Lloyd W. Massengill, Ph.D. Michael L. Alles, Ph.D. Bharat B. Bhuva, Ph.D. W. Timothy Holman, Ph.D. Alexander M. Powell, Ph.D. © Copyright by Patrick Nsengiyumva 2018 All Rights Reserved DEDICATION In loving memory of my parents (Boniface Bimuwiha and Anne-Marie Mwavita), my uncle (Dr. Faustin Nubaha), and my grandmother (Verediana Bikamenshi). iii ACKNOWLEDGEMENTS This dissertation work would not have been possible without the support and help of many people. First of all, I would like to express my deepest appreciation and thanks to my advisor Dr. Lloyd Massengill for his continual support, wisdom, and mentoring throughout my graduate program at Vanderbilt University. He has pushed me to look critically at my work and become a better research scholar. I would also like to thank Dr. Michael Alles and Dr. Bharat Bhuva, who have helped me identify new paths in my research and have been a constant source of ideas. I am also very grateful to Dr. W. T. Holman and Dr. Alexander Powell for serving on my committee and for their constructive comments. Special thanks go to Dr. Jeff Kauppila, Jeff Maharrey, Rachel Harrington, and Tim Haeffner for their support with test IC designs and experiments. I would also like to thank Dennis Ball (Scooter) for his tremendous help with TCAD models. -
The End of Moore's Law and Faster General Purpose Computing, and A
The End of Moore’s Law & Faster General Purpose Computing, and a Road Forward John Hennessy Stanford University March 2019 The End of an Era • 40 years of stunning progress in microprocessor design • 1.4x annual performance improvement for 40+ years ≈ 106 x faster (throughput)! • Three architectural innovations: • Width: 8->16->64 bit (~4x) • Instruction level parallelism: • 4-10 cycles per instruction to 4+ instructions per cycle (~10-20x) • Multicore: one processor to 32 cores (~32x) • Clock rate: 3 MHz to 4 GHz (through technology & architecture) • Made possible by IC technology: • Moore’s Law: growth in transistor count • Dennard Scaling: power/transistor shrinks as speed & density increase • Power = frequency x CV2 • Energy expended per computation was reducing Future processors 1 THREE CHANGES CONVERGE • Technology • End of Dennard scaling: power becomes the key constraint • Slowdown in Moore’s Law: transistors cost (even unused) • Architectural • Limitation and inefficiencies in exploiting instruction level parallelism end the uniprocessor era. • Amdahl’s Law and its implications end the “easy” multicore era • Application focus shifts • From desktop to individual, mobile devices and ultrascale cloud computing, IoT: new constraints. Future processors 2 UNIPROCESSOR PERFORMANCE (SINGLE CORE) Performance = highest SPECInt by year; from Hennessy & Patterson [2018]. Future processors 3 MOORE’S LAW IN DRAMS 4 THE TECHNOLOGY SHIFTS MOORE’S LAW SLOWDOWN IN INTEL PROCESSORS 10X Cost/transisto r slowing down faster, due to fab costs. Future processors 5 TECHNOLOGY, POWER, AND DENNARD SCALING 200 4.5 180 4 Technology (nm) 160 3.5 Energy/nm^2 140 3 120 2.5 100 2 80 1.5 60 Namometers 1 40 20 0.5 nm^2 per Power Relative 0 0 2000 2002 2004 2006 2008 2010 2012 2014 2016 2018 2020 Power consumption Energy scaling for fixed task is better, since more & faster xistors. -
AI Chips: What They Are and Why They Matter
APRIL 2020 AI Chips: What They Are and Why They Matter An AI Chips Reference AUTHORS Saif M. Khan Alexander Mann Table of Contents Introduction and Summary 3 The Laws of Chip Innovation 7 Transistor Shrinkage: Moore’s Law 7 Efficiency and Speed Improvements 8 Increasing Transistor Density Unlocks Improved Designs for Efficiency and Speed 9 Transistor Design is Reaching Fundamental Size Limits 10 The Slowing of Moore’s Law and the Decline of General-Purpose Chips 10 The Economies of Scale of General-Purpose Chips 10 Costs are Increasing Faster than the Semiconductor Market 11 The Semiconductor Industry’s Growth Rate is Unlikely to Increase 14 Chip Improvements as Moore’s Law Slows 15 Transistor Improvements Continue, but are Slowing 16 Improved Transistor Density Enables Specialization 18 The AI Chip Zoo 19 AI Chip Types 20 AI Chip Benchmarks 22 The Value of State-of-the-Art AI Chips 23 The Efficiency of State-of-the-Art AI Chips Translates into Cost-Effectiveness 23 Compute-Intensive AI Algorithms are Bottlenecked by Chip Costs and Speed 26 U.S. and Chinese AI Chips and Implications for National Competitiveness 27 Appendix A: Basics of Semiconductors and Chips 31 Appendix B: How AI Chips Work 33 Parallel Computing 33 Low-Precision Computing 34 Memory Optimization 35 Domain-Specific Languages 36 Appendix C: AI Chip Benchmarking Studies 37 Appendix D: Chip Economics Model 39 Chip Transistor Density, Design Costs, and Energy Costs 40 Foundry, Assembly, Test and Packaging Costs 41 Acknowledgments 44 Center for Security and Emerging Technology | 2 Introduction and Summary Artificial intelligence will play an important role in national and international security in the years to come. -
Introducing 10-Nm Finfet Technology in Microwind Etienne Sicard
Introducing 10-nm FinFET technology in Microwind Etienne Sicard To cite this version: Etienne Sicard. Introducing 10-nm FinFET technology in Microwind. 2017. hal-01551695 HAL Id: hal-01551695 https://hal.archives-ouvertes.fr/hal-01551695 Submitted on 30 Jun 2017 HAL is a multi-disciplinary open access L’archive ouverte pluridisciplinaire HAL, est archive for the deposit and dissemination of sci- destinée au dépôt et à la diffusion de documents entific research documents, whether they are pub- scientifiques de niveau recherche, publiés ou non, lished or not. The documents may come from émanant des établissements d’enseignement et de teaching and research institutions in France or recherche français ou étrangers, des laboratoires abroad, or from public or private research centers. publics ou privés. APPLICATION NOTE 10 nm technology Introducing 10-nm FinFET technology in Microwind Etienne SICARD Professor INSA-Dgei, 135 Av de Rangueil 31077 Toulouse – France www.microwind.org email: [email protected] This paper describes the implementation of a high performance FinFET-based 10-nm CMOS Technology in Microwind. New concepts related to the design of FinFET and design for manufacturing are also described. The performances of a ring oscillator layout and a 6-transistor RAM memory layout are also analyzed. 1. Technology Roadmap Several companies and research centers have released details on the 14-nm CMOS technology, as a major step for improved integration and performances, with the target of 7-nm process by 2020. We recall in -
Review Article Finfets: from Devices to Architectures
Hindawi Publishing Corporation Advances in Electronics Volume 2014, Article ID 365689, 21 pages http://dx.doi.org/10.1155/2014/365689 Review Article FinFETs: From Devices to Architectures Debajit Bhattacharya and Niraj K. Jha Department of Electrical Engineering, Princeton University, Princeton, NJ 08544, USA Correspondence should be addressed to Niraj K. Jha; [email protected] Received 4 June 2014; Accepted 23 July 2014; Published 7 September 2014 Academic Editor: Jaber Abu Qahouq Copyright © 2014 D. Bhattacharya and N. K. Jha. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. Since Moore’s law driven scaling of planar MOSFETs faces formidable challenges in the nanometer regime, FinFETs and Trigate FETs have emerged as their successors. Owing to the presence of multiple (two/three) gates, FinFETs/Trigate FETs are able to tackle short-channel effects (SCEs) better than conventional planar MOSFETs at deeply scaled technology nodes and thus enable continued transistor scaling. In this paper, we review research on FinFETs from the bottommost device level to the topmost architecture level. We survey different types of FinFETs, various possible FinFET asymmetries and their impact, and novel logic- level and architecture-level tradeoffs offered by FinFETs. We also review analysis and optimization tools that are available for characterizing FinFET devices, circuits, and architectures. 1. Introduction (), drain-induced barrier lowering (DIBL), and threshold voltage ( th) roll-off. Improvement in these metrics implies Relentless scaling of planar MOSFETs over the past four less degradation in the transistor’s th with continued scaling, decades has delivered ever-increasing transistor density and which in turn implies less degradation in off . -
United States Securities and Exchange Commission Form
UNITED STATES SECURITIES AND EXCHANGE COMMISSION Washington, D.C. 20549 FORM 8-K CURRENT REPORT Pursuant to Section 13 OR 15(d) of The Securities Exchange Act of 1934 Date of Report: November 20, 2014 (Date of earliest event reported) INTEL CORPORATION (Exact name of registrant as specified in its charter) Delaware 000-06217 94-1672743 (State or other jurisdiction (Commission (IRS Employer of incorporation) File Number) Identification No.) 2200 Mission College Blvd., Santa Clara, California 95054-1549 (Address of principal executive offices) (Zip Code) (408) 765-8080 (Registrant's telephone number, including area code) (Former name or former address, if changed since last report) Check the appropriate box below if the Form 8-K filing is intended to simultaneously satisfy the filing obligation of the registrant under any of the following provisions (see General Instruction A.2. below): [ ] Written communications pursuant to Rule 425 under the Securities Act (17 CFR 230.425) [ ] Soliciting material pursuant to Rule 14a-12 under the Exchange Act (17 CFR 240.14a-12) [ ] Pre-commencement communications pursuant to Rule 14d-2(b) under the Exchange Act (17 CFR 240.14d-2(b)) [ ] Pre-commencement communications pursuant to Rule 13e-4(c) under the Exchange Act (17 CFR 240.13e-4c)) Item 7.01 Regulation FD Disclosure The information in this report shall not be treated as filed for purposes of the Securities Exchange Act of 1934, as amended. On November 20, 2014, Intel Corporation presented business and financial information to institutional investors, analysts, members of the press and the general public at a publicly available webcast meeting (the "Investor Meeting"). -
The Breakthrough Advantage for Fpgas with Tri-Gate Technology
WHITE PAPER FPGA The Breakthrough Advantage for FPGAs with Tri-Gate Technology Transistor design transitions from traditional planar to 3-D structures provide a significant boost in the capabilities of high-performance programmable logic. Authors Introduction Ryan Kenny In February 2013, Altera® and Intel® Corporation jointly announced that the next Senior Product Marketing Manager generation of Altera’s highest performance FPGA products would be produced Intel Programmable Solutions Group using Intel’s 14 nm 3-D Tri-Gate transistor technology exclusively. In December 2015, Intel completed the acquisition of Altera. This makes Intel the exclusive Jeff Watt major FPGA provider of the most advanced, highest performance semiconductor Technical Fellow technology available. To understand the impact of Tri-Gate technology on the Intel Programmable Solutions Group capabilities of high-performance FPGAs, and how significant this advantage is in digital circuit speed, power, and production availability, a background on the development and state of Tri-Gate and related technologies is offered here. Transistor design background In 1947 the first transistor, a germanium ‘point-contact’ structure, was demonstrated at Bell Laboratories. Silicon was first used to produce bipolar transistors in 1954, but it was not until 1960 that the first silicon metal oxide semiconductor field-effect transistor (MOSFET) was built. The earliest MOSFETs Table of Contents were 2D planar devices with current flowing along the surface of the silicon under Introduction . .1 the gate. The basic structure of MOSFET devices has remained substantially unchanged for over 50 years. Transistor Design Background. .1 Since the prediction or proclamation of Moore’s Law in 1965, many additional Important Turning Point in enhancements and improvements have been made to the manufacture and Transistor Technology. -
Process Integration Issues of Low-Permittivity Dielectrics with Copper for High-Performance Interconnects
PROCESS INTEGRATION ISSUES OF LOW-PERMITTIVITY DIELECTRICS WITH COPPER FOR HIGH-PERFORMANCE INTERCONNECTS A DISSERTATION SUBMITTED TO THE DEPARTMENT OF ELECTRICAL ENGINEERING AND THE COMMITTEE ON GRADUATE STUDIES OF STANFORD UNIVERSITY IN PARTIAL FULFILLMENT OF THE REQUIREMENTS FOR THE DEGREE OF DOCTOR OF PHILOSOPHY Alvin Leng Sun Loke March 1999 © Copyright by Alvin Leng Sun Loke 1999 All Rights Reserved Prepared under the support of the Semiconductor Research Corporation, and Graduate Research Fellowships from the Natural Sciences and Engineering Research Council of Canada and Rockwell Semiconductor Systems Integrated Circuits Laboratory Center for Integrated Systems Stanford University, Stanford, CA 94305-4070 ii I certify that I have read this dissertation and that in my opinion it is fully adequate, in scope and quality, as a dissertation for the degree of Doctor of Philosophy. ___________________________ S. Simon Wong (Principal Advisor) I certify that I have read this dissertation and that in my opinion it is fully adequate, in scope and quality, as a dissertation for the degree of Doctor of Philosophy. ___________________________ Krishna C. Saraswat I certify that I have read this dissertation and that in my opinion it is fully adequate, in scope and quality, as a dissertation for the degree of Doctor of Philosophy. ___________________________ James S. Harris, Jr. Approved for the University Committee on Graduate Studies: ___________________________ Dean of Graduate Studies iii iv To Papa, Mummy, Alan, and Selene... v vi Abstract The relentless drive toward high-speed and high-density silicon-based integrated cir- cuits (IC’s) has necessitated significant advances in interconnect technology. In current process technologies, transistors are interconnected by multilevel aluminum and tungsten conductors encased in silicon dioxide (oxide) insulators. -
Chapter 16 Emerging Devices
2019 Edition Chapter 16: Emerging Research Devices http://eps.ieee.org/hir 17 October 2019: updated, reorganized; added Section on Carbon Nanotube Electronics The HIR is devised and intended for technology assessment only and is without regard to any commercial considerations pertaining to individual products or equipment. We acknowledge with gratitude the use of material and figures in this Roadmap that are excerpted from original sources. Figures & tables should be re-used only with the permission of the original source. October, 2019 Emerging Research Devices To download additional chapters, please visit Table of Contents http://eps.ieee.org/hir CHAPTER 1: HETEROGENEOUS INTEGRATION ROADMAP: OVERVIEW ........................................................................... 1 CHAPTER 2: HIGH PERFORMANCE COMPUTING AND DATA CENTERS ............................................................................. 1 CHAPTER 3: THE INTERNET OF THINGS (IOT) .................................................................................................................. 1 CHAPTER 4: MEDICAL, HEALTH & WEARABLES ............................................................................................................... 1 CHAPTER 5: AUTOMOTIVE ............................................................................................................................................ 1 CHAPTER 6: AEROSPACE AND DEFENSE ......................................................................................................................... 1 CHAPTER -
UNIVERSITY of CALIFORNIA, SAN DIEGO Optimization of the BEOL
UNIVERSITY OF CALIFORNIA, SAN DIEGO Optimization of the BEOL Interconnect Stack for Advanced Semiconductor Technology Nodes A thesis submitted in partial satisfaction of the requirements for the degree Master of Science in Electrical Engineering (Computer Engineering) by Pooja Pradeep Shah Committee in charge: Professor Andrew B. Kahng, Chair Professor Chung-Kuan Cheng Professor Bill Lin 2015 Copyright Pooja Pradeep Shah, 2015 All rights reserved. The thesis of Pooja Pradeep Shah is approved, and it is ac- ceptable in quality and form for publication on microfilm and electronically: Chair University of California, San Diego 2015 iii DEDICATION I dedicate this thesis to my loving husband Rakesh, my mother and my sister. This thesis would not have been possible without their encouragement and support. iv TABLE OF CONTENTS Signature Page . iii Dedication . iv Table of Contents . v List of Figures . vii List of Tables . ix Acknowledgments . x Vita ......................................... xi Abstract of the Thesis . xii Chapter 1 Introduction . 1 1.1 Motivation . 2 1.2 Our Contributions . 3 1.3 Limitations . 5 1.4 Outline of the Thesis . 5 Chapter 2 Previous Works . 7 2.1 Landmark Works . 8 2.2 Wire Optimization at System Level . 11 2.3 Wire Optimization Considering Layer Assignment . 13 2.4 Wire Sizing and Repeater Insertion . 14 2.5 Other Works . 16 2.6 Predictive Technology Models . 18 2.7 Reliability . 19 2.8 The ITRS BEOL Structure and Prediction . 20 2.9 Pitch Prediction . 22 2.10 Summary of Previous Works . 23 Chapter 3 Experiments for Interconnect Dimension Optimization and Vali- dation . 26 3.1 Our Flow . -
Preliminary Reliability Evaluation of Copper-Interconnect Metallization Technology
Preliminary Reliability Evaluation of Copper-Interconnect Metallization Technology Ashok K. Sharma NASA/Goddard Space Flight Center, Greenbelt, MD 20771 Alexander Teverovsky QSS Group, Inc., Goddard Space Flight Center, Greenbelt, MD 20771 1.0 Background The advantages of using copper for interconnection in microcircuits are mostly due to its lower resistance compared to the aluminum metallization. Copper-based metallization has specific resistance of less than 2 µΩ-cm compared to more than 3 µΩ-cm for aluminum metallization. In combination with a reduced susceptibility to electromigration failures, this enables designing of highly scaled devices with significantly reduced time delays. These features are mostly beneficial for high-performance microprocessors and fast static RAMs (FSRAM). In addition, copper interconnect process uses the dual damascene technology for deposition of copper, which can potentially reduce the manufacturing cost by eliminating some labor intensive steps of aluminum etching. This makes copper interconnect use quite attractive for semiconductor industry, and positions this technology as a standard interconnect process for the most high performance microcircuits in the future. Major problems with copper metallization are due to some specific physical/electrochemical properties. Copper does not create a passive oxide film (as aluminum does), has poor adhesion and high rate of diffusion through silicon and dielectric layers (organic and inorganic). This introduces new failure mechanisms such as poisoning of the P-N junctions, charge instability and formation of resistive shorts caused by copper electrochemical migration. The first on the market, copper-based FSRAM was manufactured by Motorola (the part is available since 1999). This part was used to gain experience with the copper-based interconnect design and technology, to analyze problems related to their evaluation and to obtain preliminary results of destructive physical analysis (DPA) of the parts. -
3-D Multilayer Copper Interconnects for High-Performance Monolithic Devices and Passives Ayad Ghannam, David Bourrier, Lamine Ourak, Christophe Viallon, Thierry Parra
3-D Multilayer Copper Interconnects for High-Performance Monolithic Devices and Passives Ayad Ghannam, David Bourrier, Lamine Ourak, Christophe Viallon, Thierry Parra To cite this version: Ayad Ghannam, David Bourrier, Lamine Ourak, Christophe Viallon, Thierry Parra. 3-D Multi- layer Copper Interconnects for High-Performance Monolithic Devices and Passives. Components, Packaging and Manufacturing Technology, 2013, 3 (6), pp.935-942. 10.1109/TCPMT.2013.2258073. hal-00920609 HAL Id: hal-00920609 https://hal.archives-ouvertes.fr/hal-00920609 Submitted on 19 Dec 2013 HAL is a multi-disciplinary open access L’archive ouverte pluridisciplinaire HAL, est archive for the deposit and dissemination of sci- destinée au dépôt et à la diffusion de documents entific research documents, whether they are pub- scientifiques de niveau recherche, publiés ou non, lished or not. The documents may come from émanant des établissements d’enseignement et de teaching and research institutions in France or recherche français ou étrangers, des laboratoires abroad, or from public or private research centers. publics ou privés. 1 3D Multi-layer Copper Interconnects for High Performance Monolithic Devices and Passives Ayad Ghannam, David Bourrier, Lamine Ourak, Christophe Viallon, and Thierry Parra suspended planar or 3D structures [9]-[12] are other Abstract—This paper presents a new and efficient low-cost technologies that enable direct above-IC integration of high-Q multi-layer 3D copper interconnect process for monolithic inductors. However, these approaches are either complex and devices and passives. It relies on the BPN and SU-8 photoresists, expensive or incompatible with standard silicon technologies associated with an optimized electroplating process to form which use low resistivity substrate.