AI Power Consumption Exploding


Machine learning is on track to consume all the energy being supplied, a model that is costly, inefficient, and unsustainable. To a large extent, this is because the field is new, exciting, and rapidly growing. It is being designed to break new ground in terms of accuracy or capability. Today, that means bigger models and larger training sets, which require exponential increases in processin... » read more

Cloud-Ready Circuit Simulation Accelerates SoC Verification


By Nebabie Kebebew and Nigel Bleasdale Driven by the explosion of big data and expanding applications, chip design complexity is increasing. Applications such as high-performance computing (HPC), the Internet of Things (IoT), automotive, and 5G mobile and communications coupled with advanced process technology nodes require running a large number of circuit simulations to ensure the circuits... » read more

New Uses For AI In Chips


Artificial intelligence is being deployed across a number of new applications, from improving performance and reducing power in a wide range of end devices to spotting irregularities in data movement for security reasons. While most people are familiar with using machine learning and deep learning to distinguish between cats and dogs, emerging applications show how this capability can be use... » read more

Driving The Future Of Automotive Displays With Video Compression


Mobile devices have heavily influenced the demand for displays in all areas of our lives over the last decade, and one area where there has been a particularly rapid transformation is in cars. This article will look at some of display trends in cars and investigate how VESA (Video Electronics Standards Association) video compression codecs can be leveraged by automotive designers to meet these ... » read more

Building the Metaverse, Part Two: The Technology


In my first article on the metaverse, I explored the extraordinary vision and driving forces behind the metaverse, along with some potential use cases. In this second part, I want to outline the technology that will be needed to enable it. The metaverse will rely on a range of existing and new hardware and software technologies, which will enable the development of new services and new ways ... » read more

Signoff-Accurate Partial Layout Extraction And Early Simulation


It is a rewarding experience for EDA developers and users to collaborate on deploying advanced techniques to improve design productivity. This blog will describe the experience of collaborating with customers on a new technology for reducing the number of analog design iterations. Analog design requires that engineers balance the needs to 1) reach market quickly 2) deliver high quality 3) at lo... » read more

Cryogenic CMOS Becomes Cool


Cryogenic CMOS is a technology on the cusp, promising higher performance and lower power with no change in fabrication technology. The question now is whether it becomes viable and mainstream. Technologies often appear to be just on the horizon, not quite making it, but never too far out of sight. That's usually because some issue plagues it, and the incentive is not big enough to solve the ... » read more

A Glimpse Into Deep Space With Extreme Optical Engineering


By Daewook Kim and Erik Ferguson In the past few decades, optical science has pushed far beyond the foundations originally laid by Galileo and Newton 400 years ago. The planned deployment of new ground- and space-based telescopes dedicated to seeing farther into deep space in more detail than ever before will provide astronomers with increased opportunities to find Earth-like exoplanets and ... » read more

Electronics And Its Role In Climate Change


Sustainability has become a “scorching topic” (pun intended) in discussions I have with customers and ecosystem partners. It is now vital to many corporations as part of what many they report on “Environmental, Social, and Governance” (ESG). It can also be very confusing. In this post, I am trying to clarify some confusion after attending and organizing several related events recently. ... » read more

Tradeoffs In Archiving Data


If you’ve ever had to sort through old technical documents, wondering what still has value and what can be safely tossed, you can identify with the quandary of Thomas Levy, UCSD professor of anthropology and co-founder of the field of cyber-archaeology. Staring at thousands of pieces of pottery in a Jordanian dessert, he erred on the side of keeping it all. “My personal perspective when ... » read more

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