Research Bits: Feb. 19


DNA assembly of 3D nanomaterials Scientists from Brookhaven National Laboratory, Columbia University, and Stony Brook University developed a method that uses DNA to instruct molecules to organize themselves into targeted 3D patterns and produce a wide variety of designed metallic and semiconductor 3D nanostructures. “We have been using DNA to program nanoscale materials for more than a de... » read more

Photonics: Harnessing The Power of Light


All around us, light is at work. The cameras on our phones, the parking sensors in our cars, the monitors on our desks — all are using the power of light to improve our daily lives thanks to a field of study called “photonics.” What is photonics? Photonics is a multidisciplinary domain that involves the generation, control, manipulation, and detection of light. Light, a form of elect... » read more

The Seven Pillars Of IC Package Physical Design


Today’s heterogeneously integrated semiconductor packages represent a breakthrough technology that enables dramatic increases in bandwidth and performance with reduced power and cost compared to what can be currently achieved in traditional monolithic SoC designs. Figure 1. A heterogeneously integrated device with 47 chiplets. (Image Source: Intel) The evolving landscape of packagin... » read more

Expecting The Unexpected: Analyzing A Data Center Cooling Failure


Data center thermal management is often a reactive process. Servers issue warning messages, monitoring alarms activate, or employees express concern about general temperature levels/hotspots and then management decides what to do next. For incremental issues, once known, the necessary steps can be taken to resolve or improve these issues; however, what happens when a potential thermal issue onl... » read more

Generative AI On Mobile Is Running On The Arm CPU


By Adnan Al-Sinan and Gian Marco Iodice 2023 was the year that showcased an impressive number of use cases powered by generative AI. This disruptive form of artificial intelligence (AI) technology is at the heart OpenAI's ChatGPT and Google’s Gemini AI model, with it demonstrating the opportunity to simplify work and advance education through generating text, images, or even audio content ... » read more

What Is A Chiplet, And Why Should You Care?


Chiplets are a new way to build system-on-chips (SoCs) that can improve yields and reduce costs by more than 45%. It partitions the chip into discrete elements and connects them with a standardized interface, allowing designers to meet performance, efficiency, power, size, and cost challenges in the 5/6G, AI, and VR era. Unlike monolithic SoCs, chiplets enable an open ecosystem of modular co... » read more

Thanks For The Memories!


“I want to maximize the MAC count in my AI/ML accelerator block because the TOPs rating is what sells, but I need to cut back on memory to save cost,” said no successful chip designer, ever. Emphasis on “successful” in the above quote. It’s not a purely hypothetical quotation. We’ve heard it many times. Chip architects — or their marketing teams — try to squeeze as much brag-... » read more

Impact Of 3DHI On Aerospace And Government Applications


By Ian Land, Kenneth Larsen, and Rob Aitken With challenging size, weight, and power (SWaP) requirements, chip designs for aerospace, defense, and government applications are a unique breed. No surprise here, considering systems like satellites and submarines must operate reliably in the distinctly harsh environments of outer space and ocean depths, respectively. Given the SWaP criteria a... » read more

AI Tradeoffs At The Edge


AI is impacting almost every application area imaginable, but increasingly it is moving from the data center to the edge, where larger amounts of data need to be processed much more quickly than in the past. This has set off a scramble for massive improvements in performance much closer to the source of data, but with a familiar set of caveats — it must use very little power, be affordable... » read more

Re-architecting Hardware For Energy


A lot of effort has gone into the power optimization of a system based on the RTL created, but that represents a small fraction of the possible power and energy that could be saved. The industry's desire to move to denser systems is being constrained by heat, so there is an increasing focus on re-architecting systems to reduce the energy consumed per useful function performed. Making signifi... » read more

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