Using AI/ML To Minimize IR Drop


IR drop is becoming a much bigger problem as technology nodes scale and more components are packed into advanced packages. This is partly a result of physics, but it's also the result of how the design flow is structured. In most cases, AI/ML can help. The underlying problem is that moving to advanced process nodes, and now 3D-ICs, is driving current densities higher, while the power envelop... » read more

How To Get Accurate Inductance Extraction For Superconductor ICs


By Hossam Sarhan and Dusan Petranovic Supporting the high performance and reliability needed for artificial intelligence (AI), data centers and cloud computing requires powerful and efficient integrated circuits (ICs). More semiconductor companies are considering superconductor ICs for their unique properties that allow ultrafast processing of digital information. These properties include fa... » read more

Hybrid Methodology To Extract Kinetic And Magnetic Inductances For Superconductor Technologies


Integrated circuits (ICs) using superconductors have emerged as the technology of choice for artificial intelligence (AI), data centers, and cloud computing. However, innovative technology requires equally innovative physical verification solutions to ensure that these superconductor ICs deliver the performance and reliability they promise. We introduce an innovative hybrid methodology to extra... » read more

Blog Review: April 10


Cadence's Shyam Sharma looks at the evolution of the LPDDR standard and finds that LPDDR5X is opening new specialized markets for low-power DRAMs beyond the traditional areas of mobile, IoT, and automotive. Siemens' Hossam Sarhan and Dusan Petranovic find that new physical verification approaches are needed to ensure the performance and reliability of superconducting ICs and introduce a hybr... » read more

Early Cycle Analysis And Verification Of Logical SEU Mitigation


The global appetite for data continues to soar, driving innovation across all industry sectors, including how space-based technology can facilitate a more connected world. Miniaturized satellites configured into constellations offer faster communication and higher bandwidth than lone satellites flying higher in geocentric or high-earth orbits. However, industry analysis suggests that to make... » read more

Data Center Security Issues Widen


The total amount of data will swell to about 200 zettabytes of data next year, much of it stored in massive data centers scattered across the globe that are increasingly vulnerable to attacks of all sorts. The stakes for securing data have been rising steadily as the value of that data increases, making it far more attractive to hackers. This is evident in the scope of the attack targets —... » read more

NoCs In 3D Space


A network on chip (NoC) has become an essential piece of technology that enables the complexity of chips to keep growing, but when designs go 3D, or when third-party chiplets become pervasive, it's not clear how NoCs will evolve or what the impact will be on chiplet architectures. A NoC enables data to move between heterogeneous computing elements, while at the same time minimizing the resou... » read more

Paradigms Of Large Language Model Applications In Functional Verification


This paper presents a comprehensive literature review for applying large language models (LLM) in multiple aspects of functional verification. Despite the promising advancements offered by this new technology, it is essential to be aware of the inherent limitations of LLMs, especially hallucination that may lead to incorrect predictions. To ensure the quality of LLM outputs, four safeguarding p... » read more

Blog Review: Apr. 3


Siemens' Keith Felton finds that high bandwidth memory integration poses significant challenges for package designers stemming from its unique architecture and stringent performance requirements. Synopsys' Gervais Fong finds out what's new in the USB4 v2 specification, some of its unique challenges involved in doubling the performance capabilities of the USB wired connection, and an intrigui... » read more

What’s Missing In 2.5D EDA Tools


Gaps in EDA tool chains for 2.5D designs are limiting the adoption of this advanced packaging approach, which so far has been largely confined to high-performance computing. But as the rest of the chip industry begins migrating toward advanced packaging and chiplets, the EDA industry is starting to change direction. There are learning periods with all new technologies, and 2.5D advanced pack... » read more

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