Monitoring Heat On AI Chips


Stephen Crosher, CEO of Moortec, talks about monitoring temperature differences on-chip in AI chips and how to make the most of the power that can be delivered to a device and why accuracy is so critical. » read more

Backside Power Delivery as a Scaling Knob for Future Systems


Standard cell track height scaling provides us with sufficient area scaling at the standard cell library level. The efficiency of this technique and the complexities involved with this scaling method have been discussed in detail. However, the area benefits of standard cell track height scaling diminish when we consider the complexities of incorporating on-chip power grid into the DTCO explorat... » read more

Optimizing Power For Learning At The Edge


Learning on the edge is seen as one of the Holy Grails of machine learning, but today even the cloud is struggling to get computation done using reasonable amounts of power. Power is the great enabler—or limiter—of the technology, and the industry is beginning to respond. "Power is like an inverse pyramid problem," says Johannes Stahl, senior director of product marketing at Synopsys. "T... » read more

Why Chips Are Getting Noisier


In the past, designers only had to worry about noise for sensitive analog portions of a design. Digital circuitry was immune. But while noise gets worse at newer process nodes, staying at 28nm does not mean that it can be ignored anymore. With Moore's Law slowing, designs have to do more with less. Margins are being squeezed, additional concurrency is added, and attempts are made to opti... » read more

Timing Is Of The Essence


Today's advanced 16/7nm system-on-chips (SoCs) are faced with increased variation as they push for lower power. While the sizes of the transistors continue to shrink following Moore's Law, the threshold voltages fail to scale. This causes wide timing variability leading to timing closure difficulties, design re-spins and poor functional yield. Learn how ANSYS Path FX with its unique variatio... » read more

Containing Design Complexity With POP IP


About 25 years ago, Carver Mead, one of the pioneers of VLSI design, told a technical audience then grappling with the complexities of quarter-micron design that he could see an evolutionary path to about 130nm, but after that point, the picture blurred. Flash forward to the present and we’re manufacturing SoCs at 7nm, and the output is truly amazing devices powering applications we and Me... » read more

Why Chips Die


Semiconductor devices contain hundreds of millions of transistors operating at extreme temperatures and in hostile environments, so it should come as no surprise that many of these devices fail to operate as expected or have a finite lifetime. Some devices never make it out of the lab and many others die in the fab. It is hoped that most devices released into products will survive until they be... » read more

Power Delivery Affecting Performance At 7nm


Complex interactions and dependencies at 7nm and beyond can create unexpected performance drops in chips that cannot always be caught by signoff tools. This isn't for lack of effort. The amount of time spent trying to determine if an advanced-node chip will work after it is fabricated has been rising steadily for several process nodes. Additional design rules handle everything from variation... » read more

Designers Face Growing Problems With On-Chip Power Distribution


The technology evolution in semiconductor manufacturing has led to chips with ever-higher power densities, which is leading to serious problems with on-chip power distribution. Specifically, the problems surrounding voltage drop—or IR drop (from V=IxR)—have become so acute that we have seen multiple companies starting to get back dead silicon from the fab. For example, a recent 7nm chip ... » read more

Minimizing Chip Aging Effects


Aging kills semiconductors, and it is a growing problem for an increasing number of semiconductor applications—especially as they migrate to more advanced nodes. Additional analysis and prevention methods are becoming necessary for safety critical applications. While some aspects of aging can be mitigated up front, others are tied to the operation of the device. What can an engineering tea... » read more

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