Applying Machine Learning


Sundari Mitra, co-founder and CEO of NetSpeed Systems, sat down with Semiconductor Engineering to discuss machine learning, training algorithms, what customers are struggling with today, and how startups fare in an increasingly consolidated semiconductor industry. What follows are excerpts of that conversation. SE: Machine learning is booming. How will this change design? Mitra: This is a... » read more

IP Challenges Ahead


The revenue from semiconductor [getkc id="43" kc_name="IP"] has risen steadily to become the largest segment of the EDA industry. Industry forecasts expect it to keep growing at a CAGR of more than 10% for the next decade. Part one of this article examined the possibility those forecasts are wrong and that large semiconductor companies are likely to start bringing IP development back in hous... » read more

CCIX Enables Machine Learning


It takes a lot of technology to enable something like machine learning, and not all of it is as glamorous as neural network architectures and algorithms. Several levels below that is the actual hardware on which these run, and that brings us into the even less sexy world of interfaces. One such interface, the Cache Coherent Interconnect for Accelerators (CCIX), pronounced C6, aims to make th... » read more

The Perfect (Silicon) Marriage… Yes, It Exists


Nope, this is not Dr. Phil masquerading as a tech blogger, trying to penetrate the semiconductor market. I am no Dr. Phil, but today, rather than expound on interconnect IP and how it relates to the various trends, applications, markets, etc., I would like to tell you a story about a relationship and share an experience with one of our customers, a leading manufacturer of autonomous systems. ... » read more

The Secret Life Of Accelerators


Accelerator chips increasingly are providing the performance boost that device scaling once provided, changing basic assumptions about how data moves within an electronic system and where it should be processed. To the outside world, little appears to have changed. But beneath the glossy exterior, and almost always hidden from view, accelerator chips are becoming an integral part of most des... » read more

IoT Myth Busting


The [getkc id="76" comment="Internet of Things"] (IoT) means many things to a large number of people, but one thing is clear—every discussion involving the IoT invariably includes some rather dramatic growth predictions for how many connected devices will be sold and who will be the primary beneficiaries. While that data helps spice up speeches, and typically gets people to read and quote ... » read more

Is The IP Industry Healthy?


The semiconductor industry has been through many changes, each designed to reduce the total cost associated with the design and manufacture of chips. Twenty years ago, most companies had their own fabs and designed all of the circuitry on each chip. Today, only a handful of companies still own a fab and outsourcing design, in the form of intellectual property ([getkc id="43" kc_name="IP"]), has... » read more

Rethinking Car Design


The automotive industry is undergoing sweeping changes in both technology and business, and functional safety increasingly cuts across both of them. Every safety-critical industry has one or more functional safety standards, whether that is manufacturing, avionics or automotive. In automotive, it's a combination of [gettech id="31076" comment="ISO 26262"] and various ASIL levels, which are a... » read more

Machine Learning Meets IC Design


Machine Learning (ML) is one of the hot buzzwords these days, but even though EDA deals with big-data types of issues it has not made much progress incorporating ML techniques into EDA tools. Many EDA problems and solutions are statistical in nature, which would suggest a natural fit. So why is it so slow to adopt machine learning technology, while other technology areas such as vision recog... » read more

Safety Plus Security: Solutions And Methodologies


By Ed Sperling & Brian Bailey As more technology makes its way into safety-critical markets—and as more of those devices are connected to the Internet—security issues are beginning to merge with safety issues. The number of attempted cyberattacks is up on every front, which has big implications for devices used in safety-related applications. There are more viruses, ransomware, an... » read more

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