Rajiv V. Joshi is an Indian-American prolific inventor and research staff member at IBM's Thomas J. Watson Research Center. His work focuses on the development of integrated circuits and memory chips. He is an IEEE Fellow [1] and received the Industrial Pioneer Award from the IEEE Circuits and Systems Society in 2013 [2] and the IEEE Daniel E. Noble Award in 2018. He holds 271 U.S. patents. [3]
Joshi holds a bachelor of technology in mechanical engineering [4] from IIT Bombay. [5] He came to the United States in 1977 to pursue a master's degree at MIT and a doctoral degree at Columbia University. [6]
Integrated Circuit Interconnect
Dr. Joshi led innovation in new materials for integrated circuit interconnects, including refractory metals contacts, liners, and deposition techniques, chemical mechanical polishing processes, and large grain copper to prevent adverse effects. These inventions enabled replacement of conventional aluminum by copper and allowed achievement of multi-level wiring for further miniaturization of chips with low power. In state of the art microprocessors, there over 15 Billion transistors and over 50 km of Copper Interconnect.
Predictive Failure Analytics for Big Data
Joshi led development of many techniques for accelerating Predictive Analytics. This approach more rapidly estimates failure and optimizes the objective function. His techniques are 5-6 orders of magnitude faster than the conventional techniques which set the research across multiple CAD companies.
Advanced Integrated Circuit Memory
Joshi created several novel high speed memory innovations including MRAM, TRAM, IN-Memory computation enabling memory technology to scale beyond previously predicted Moore's Law limits, while improving bandwidth, performance and data movement.
Technology-Circuit Co-design
Joshi demonstrated the first high performance register file which helped to make the decision to change from bulk to SOI technology. Joshi demonstrated first time application of FinFET for low power and high performance SRAM and proposed strained non-planar devices. Such FinFETs are widely used in the industry.
Low Power Circuits
Joshi developed lower power circuits for energy efficient. Low power is essential for functionality and performance of VLSI Circuits . present/future Internet of everything (IOE) requires such techniques. Joshi's recent low power memory operating at 0.3V is an example. His work received wide spread publicity in EE Times.
An integrated circuit (IC), also known as a microchip, computer chip, or simply chip, is a small electronic device made up of multiple interconnected electronic components such as transistors, resistors, and capacitors. These components are etched onto a small piece of semiconductor material, usually silicon. Integrated circuits are used in a wide range of electronic devices, including computers, smartphones, and televisions, to perform various functions such as processing and storing information. They have greatly impacted the field of electronics by enabling device miniaturization and enhanced functionality.
Semiconductor device fabrication is the process used to manufacture semiconductor devices, typically integrated circuits (ICs) such as computer processors, microcontrollers, and memory chips. It is a multiple-step photolithographic and physico-chemical process during which electronic circuits are gradually created on a wafer, typically made of pure single-crystal semiconducting material. Silicon is almost always used, but various compound semiconductors are used for specialized applications.
Very-large-scale integration (VLSI) is the process of creating an integrated circuit (IC) by combining millions or billions of MOS transistors onto a single chip. VLSI began in the 1970s when MOS integrated circuit chips were developed and then widely adopted, enabling complex semiconductor and telecommunication technologies. The microprocessor and memory chips are VLSI devices.
Complementary metal–oxide–semiconductor is a type of metal–oxide–semiconductor field-effect transistor (MOSFET) fabrication process that uses complementary and symmetrical pairs of p-type and n-type MOSFETs for logic functions. CMOS technology is used for constructing integrated circuit (IC) chips, including microprocessors, microcontrollers, memory chips, and other digital logic circuits. CMOS technology is also used for analog circuits such as image sensors, data converters, RF circuits, and highly integrated transceivers for many types of communication.
In electronics and especially synchronous digital circuits, a clock signal is an electronic logic signal which oscillates between a high and a low state at a constant frequency and is used like a metronome to synchronize actions of digital circuits. In a synchronous logic circuit, the most common type of digital circuit, the clock signal is applied to all storage devices, flip-flops and latches, and causes them all to change state simultaneously, preventing race conditions.
Lynn Ann Conway was an American computer scientist, electrical engineer, and transgender activist.
Mark A. Horowitz is an American electrical engineer, computer scientist, inventor, and entrepreneur who is the Yahoo! Founders Professor in the School of Engineering and the Fortinet Founders Chair of the Department of Electrical Engineering at Stanford University. He holds a joint appointment in the Electrical Engineering and Computer Science departments and previously served as the Chair of the Electrical Engineering department from 2008 to 2012. He is a co-founder, the former chairman, and the former chief scientist of Rambus Inc.. Horowitz has authored over 700 published conference and research papers and is among the most highly-cited computer architects of all time. He is a prolific inventor and holds 374 patents as of 2023.
A three-dimensional integrated circuit is a MOS integrated circuit (IC) manufactured by stacking as many as 16 or more ICs and interconnecting them vertically using, for instance, through-silicon vias (TSVs) or Cu-Cu connections, so that they behave as a single device to achieve performance improvements at reduced power and smaller footprint than conventional two dimensional processes. The 3D IC is one of several 3D integration schemes that exploit the z-direction to achieve electrical performance benefits in microelectronics and nanoelectronics.
In integrated circuits, optical interconnects refers to any system of transmitting signals from one part of an integrated circuit to another using light. Optical interconnects have been the topic of study due to the high latency and power consumption incurred by conventional metal interconnects in transmitting electrical signals over long distances, such as in interconnects classed as global interconnects. The International Technology Roadmap for Semiconductors (ITRS) has highlighted interconnect scaling as a problem for the semiconductor industry.
The IEEE International Electron Devices Meeting (IEDM) is an annual micro- and nanoelectronics conference held each December that serves as a forum for reporting technological breakthroughs in the areas of semiconductor and related device technologies, design, manufacturing, physics, modeling and circuit-device interaction.
Massoud Pedram is an Iranian American computer engineer noted for his research in green computing, energy storage systems, low-power electronics and design, electronic design automation and quantum computing. In the early 1990s, Pedram pioneered an approach to designing VLSI circuits that considered physical effects during logic synthesis. He named this approach layout-driven logic synthesis, which was subsequently called physical synthesis and incorporated into the standard EDA design flows. Pedram's early work on this subject became a significant prior art reference in a litigation between Synopsys Inc. and Magma Design Automation.
Eby G. Friedman is an electrical engineer, and Distinguished Professor of Electrical and Computer Engineering at the University of Rochester. Friedman is also a visiting professor at the Technion - Israel Institute of Technology. He is a Senior Fulbright Fellow and a Fellow of the IEEE.
Bijan Davari is an Iranian-American electrical engineer. He is an IBM Fellow and Vice President at IBM Thomas J Watson Research Center, Yorktown Hts, NY. His pioneering work in the miniaturization of semiconductor devices changed the world of computing. His research led to the first generation of voltage-scaled deep-submicron CMOS with sufficient performance to totally replace bipolar technology in IBM mainframes and enable new high-performance UNIX servers. As head of IBM’s Semiconductor Research Center (SRDC), he led IBM into the use of Copper interconnect, silicon on insulator (SOI), and Embedded DRAM before its rivals. He is a member of the U.S. National Academy of Engineering and is known for his seminal contributions to the field of CMOS technology. He is an IEEE Fellow, recipient of the J J Ebers Award in 2005 and IEEE Andrew S. Grove Award in 2010. At the present time, he leads the Next Generation Systems Area of research.
David Atienza Alonso is a Spanish/Swiss scientist in the disciplines of computer and electrical engineering. His research focuses on hardware‐software co‐design and management for energy‐efficient and thermal-aware computing systems, always starting from a system‐level perspective to the actual electronic design. He is a full professor of electrical and computer engineering at the Swiss Federal Institute of Technology in Lausanne (EPFL) and the head of the Embedded Systems Laboratory (ESL). He is an IEEE Fellow (2016), and an ACM Fellow (2022).
Dr. Gary Patton is an American technologist and business executive. He is currently the Corporate Vice President and General Manager of Design Enablement and Components Research in the Technology Development Group at Intel. He has spent most of his career in IBM, starting in IBM's Research Division and holding management and executive positions in IBM's Microelectronics Division in Technology Development, Design Enablement, Manufacturing, and Business Line Management.
Prabhat Mishra is a Professor in the Department of Computer and Information Science and Engineering and a UF Research Foundation Professor at the University of Florida. Prof. Mishra's research interests are in hardware security, quantum computing, embedded systems, system-on-chip validation, formal verification, and machine learning.
Lawrence Pileggi is the Coraluppi Head and Tanoto Professor of Electrical and Computer Engineering at Carnegie Mellon University. He is a specialist in the automation of integrated circuits, and developing software tools for the optimization of power grids. Pileggi's research has been cited thousands of times in engineering papers.
Igor Leonidovich Markov is an American professor, computer scientist and engineer. Markov is known for mathematical and algorithmic results in quantum computation, work on limits of computation, research on algorithms for optimizing integrated circuits and on electronic design automation, as well as artificial intelligence. Additionally, Markov is a California non-profit executive responsible for aid to Ukraine worth over a hundred million dollars.