EDA Looks Beyond Chips


Large EDA companies are looking at huge new opportunities that reach well beyond semiconductors, combining large-scale multi-physics simulations with methodologies and tools that were developed for chips. Top EDA executives have been talking about expanding into adjacent markets for more than a decade, but the broader markets were largely closed to them. In fact, the only significant step in... » read more

Dealing With AI/ML Uncertainty


Despite their widespread popularity, large language models (LLMs) have several well-known design issues, the most notorious being hallucinations, in which an LLM tries to pass off its statistics-based concoctions as real-world facts. Hallucinations are examples of a fundamental, underlying issue with LLMs. The inner workings of LLMs, as well as other deep neural nets (DNNs), are only partly kno... » read more

Is There Any Hope For Asynchronous Design?


In an era when power has become a fundamental design constraint, questions persist about whether asynchronous logic has a role to play. It is a design style said to have significant benefits and yet has never resulted in more than a few experiments. Synchronous design utilizes a clock, where the clock frequency is set by the longest and slowest path in the design. That includes potential var... » read more

Revitalizing DAC


The 61st Design Automation Conference is just two months away and as I get closer to retirement, I know there will only be a few remaining for me. I entered the EDA industry in 1980, so have been involved with it for almost 45 years. Over that period, I have only missed a few. It is interesting how the conference has changed over the years. In the early days, DAC was only a conference, where... » read more

The 3D-IC Multiphysics Challenge Dictates A Shift-Left Strategy


As the industry marches forward in a 3D-IC centric design approach (figure 1), we are facing a new problem. Sometimes referred to as “electro-thermal” or “electro-thermo-mechanical,” it really is the confluence of multiple forms of physics exerting impacts on both the physical manufacture and structure of these multi-die designs and their electrical behavior. Fig. 1: Illustration... » read more

Verification In Crisis


Why is it still so hard to ensure good quality sign-off happens without leaving behind bugs in silicon? The answer, according to my colleagues at DVCon, is highly nuanced. The industry has been improving overall, as has the complexity of designs. For ASICs, 74% of the designs surveyed in the recent Wilson Research Group/Siemens EDA report have one or more processor cores, 52% have two or mor... » read more

The Path Toward Future Automotive EE Architectures


From a semiconductor market perspective, all eyes are on the automotive domain. According to Gartner, as of 2023, the automotive market is now its second-largest segment, with about 14% of the demand. Only smartphones consume more. As I mused last month in "Automotive Semiconductor March Madness 2024," those who made a bet on automotive a decade or longer ago are pretty happy these days. Still,... » read more

How To Get The Most Out Of Gate-All-Around Designs


The semiconductor industry has relied on finFETs, three-dimensional field-effect transistors with thin vertical fins, for many generations of technology. However, the industry is reaching the limits of how much finFETs can be shrunk while maintaining their speed and power benefits, which are crucial for artificial intelligence (AI) and machine learning (ML) applications. The solution is the gat... » read more

Exploring The Security Framework Of RISC-V Architecture In Modern SoCs


In the rapidly evolving world of technology, system-on-chip (SoC) designs have become a cornerstone for various applications, from automotive and mobile devices to data centers. These complex systems integrate multiple processors, a multi-level cache hierarchy, and various subsystems that share memory and system resources. However, this open access to shared memory and resources introduces pote... » read more

How 6G Research Will Revolutionize Mobile Experiences


By 2030, 6G is expected to be commercially available, revolutionizing connectivity with lightning-fast speeds, unprecedented bandwidths, and ultra-low latencies. It will transform various sectors, including telecommunications, manufacturing, healthcare, transportation, and entertainment. In this article, get a glimpse of the 6G world coming to us over the next decade, and explore the 6G rese... » read more

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