January 2019 - Semiconductor Engineering


Can AI, 5G Chips Be Verified?


AI and 5G bode well for the semiconductor industry. They will require many billions of new, semi-customized and highly complex chips from the edge all the way to the data center, and they will require massive amounts of engineering time and tooling. But these technologies also are raising lots of questions on the design and verification front about what else can be automated and how to do it. ... » read more

Should AI Mimic Real Life?


There is a lot we still do not know about how the human body and brain works. Today's machines are far from being anything like as capable, or power frugal, or having the ability to make decisions. True – machines have been made for highly specific tasks that can now beat a human. But there lies one of the human mind's greatest features – when it makes mistakes, it asks how it can do better... » read more

Will Top-Down Hardware/Software Co-Design Ever Happen?


Hardware/software co-design has been talked about, and predicted to be a problem, for at least two decades now. Why has the hardware/software development world not come to an end? In 1999, Wilf Corrigan—LSI Logic’s CEO at the time—said that the most pressing need for new EDA tools was a better methodology that would “allow software developers to begin software verification more near the... » read more

Pushing AI Into The Mainstream


Artificial intelligence is emerging as the driving force behind many advancements in technology, even though the industry has merely scratched the surface of what may be possible. But how deeply AI penetrates different market segments and technologies, and how quickly it pushes into the mainstream, depend on a variety of issues that still must be resolved. In addition to a plethora of techni... » read more

Connectivity Checking Is A Perfect Fit For Formal Verification


Formal verification has traditionally been regarded as an advanced technique for experts to thoroughly verify individual blocks of logic, or perhaps small clusters of blocks. However, if you talk to anyone involved in the field these days, you’ll find that the majority of formal users are running applications (“apps”) targeted for specific verification problems. Further, many of these app... » read more

MISing In Signoff


Timing signoff is critical to ensure your design will perform as expected before it is taped out. For many designs, signoff and subsequent ECOs are focused on the performance target and iterating to meet that.  Once the performance goals are met then the attention passes onto hold-time fixing and then, usually, quickly onto tapeout.  However, even after extensive signoff analysis, silicon fai... » read more

Verifying AI Designs Thoroughly And Quickly


You can’t turn around these days without seeing a reference to AI – even as a consumer. AI, or artificial intelligence, is hot due to the new machine-learning (ML) techniques that are evolving daily. It’s often cited as one of the critical markets for electronics purveyors, but it’s not really a market: it’s a technology. And it’s quietly – or not so quietly – moving into many, ... » read more

Using Memory Differently


Chip architects are beginning to rewrite the rules on how to choose, configure and use different types of memory, particularly for chips with AI and some advanced SoCs. Chipmakers now have a number of options and tradeoffs to consider when choosing memories, based on factors such as the application and the characteristics of the memory workload, because different memory types work better tha... » read more

Realizing the Benefits of 14/16nm Technologies


The scaling benefits of Moore’s Law are challenging below 28nm. It is no longer a given that the cost per gate will go down at process nodes below 28nm, e.g., 20nm though 14nm and 7nm. Rising design and manufacturing costs are contributing factors to this trend. Meanwhile, the competing trend of fewer but more complex system-on-chip (SoC) designs is reducing the knowledge base of many chip... » read more

High-Speed Communication Takes A Village


Supply chain, partner network, ecosystem. There are a lot of ways to describe the collection of companies needed to get something done. We’ve all discussed the extensive ecosystem needed to get an advanced chip designed and built. Without a doubt, that is a formidable problem addressed by a sophisticated team of companies. I’d like to take it up a notch in this discussion, however. What abo... » read more

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