Improving AI Productivity With AI


AI is showing up or proposed for nearly all aspects of chip design, but it also can be used to improve the performance of AI chips and to make engineers more productive earlier in the design process. Matt Graham, product management group director at Cadence, talks with Semiconductor Engineering about the role of AI in identifying patterns that are too complex for the human brain to grasp, how t... » read more

Coding And Debugging RISC-V


As monolithic device scaling continues to wind down and evolve toward increasingly heterogeneous designs, it has created an inflection point for chip architects to create customized cores that are much more energy efficient and faster than off-the-shelf processors. Zdeněk Přikryl, CTO of Codasip, talks about where RISC-V fits into this picture, using a modular ISA and custom instruction layer... » read more

Formal Verification Best Practices: Investigating A Deadlock


To ensure a design is deadlock free with formal verification, one approach consists in verifying that it is “always eventually” able to respond to a request. The wording is important. Regardless of the current state and the number of cycles we must wait, in the future the design must respond. This translates very nicely using a type of SystemVerilog Assertion called “liveness propertie... » read more

A Shift Left Strategy Is One Part Of A Holistic Approach To IC Design Verification


The whole is more than the sum of its parts. –Aristotle A machine is nothing more than a collection of nuts, bolts, wheels, gears, wires, pipes, chains, and what have you. And yet, when they are all connected up properly, magic happens. Instead of a pile of parts, you have a car, or a dishwasher, or a nuclear reactor. The connections and interactions between all those parts turns the whole... » read more

Overcoming Regression Debug Challenges With Machine Learning


Development of a modern semiconductor requires running many electronic design automation (EDA) tools many times over the course of the project. Every stage, from architectural exploration and design to final implementation and manufacturing preparation, has multiple methodology loops that must be repeated again and again. Even in such a complex development flow, functional simulation stands ... » read more

How Chip Engineers Plan To Use AI


Experts at the Table: Semiconductor Engineering sat down to discuss how AI is being used today and how engineers expect to use it in the future, with Michael Jackson, corporate vice president for R&D at Cadence; Joel Sumner, vice president of semiconductor and electronics engineering at National Instruments; Grace Yu, product and engineering manager at Meta; and David Pan, professor in the ... » read more

RISC-V Driving New Verification Concepts


Semiconductor Engineering sat down to discuss gaps in tools and why new methodologies are needed for RISC-V processors, with Pete Hardee, group director for product management at Cadence; Mike Eftimakis, vice president for strategy and ecosystem at Codasip; Simon Davidmann, founder and CEO of Imperas Software; Sven Beyer, program manager for processor verification at Siemens EDA; Kiran Vittal, ... » read more

What’s Required To Secure Chips


Experts at the Table: Semiconductor Engineering sat down to talk about how to verify that a semiconductor design will be secure, with Mike Borza, Synopsys scientist; John Hallman, product manager for trust and security at Siemens EDA; Pete Hardee, group director for product management at Cadence; Paul Karazuba, vice president of marketing at Expedera; and Dave Kelf, CEO of Breker Verification. ... » read more

Advanced Digital Process Nodes Drive Semiconductor Test Innovations


Global internet traffic is growing exponentially, with no sign of slowing, and this demand is driving the evolution of the semiconductor industry. The appetite for more and more data requires sensors for capturing the data, networks for moving the data, storage, and processing power to analyze the data. As the demand for data grows, the underlying technologies must advance to not only meet toda... » read more

Achieve Dramatic Productivity And Turnaround Time Improvements In Early Design Electrical Rule Checking


Early-stage layout vs. schematic (LVS) and circuit verification typically return large numbers of connectivity errors, which can be a critical bottleneck for both LVS and physical verification flows that require correct connectivity for valid results. The Calibre nmLVS Recon tool targets essential and relevant early-stage circuit verification pain points, such as electrical rule checking (ERC) ... » read more

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