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

A Learning Machine For Machine Learning


Artificial intelligence and machine learning are hot. Many, many startups, exciting new applications and lots of venture money. The technology promises to change the world. Whether it’s autonomous vehicles, domestic robots or machines that replace doctors and lawyers, the implications are astounding, and somewhat frightening. Let’s put the socio-economic dimension of this discussion aside f... » read more

Monday At DAC


The 54th DAC got started today in a very steamy Austin. While we may be a maturing industry, there is certainly no indications that the people within the industry have given up or intend to take it easy. The event really got started late Sunday when Laurie Balch, chief analyst for Gary Smith EDA, delivered her message. She said that the focus is becoming the verticals. "This change in focus is ... » read more

Tech Talk: Neural Networks


Megha Daga, senior technical marketing manager at Cadence, talks with Semiconductor Engineering about convolutional neural networks, including the bandwidth and compute challenges associated with them. » read more

IoT Security Challenges, Opportunities


The specter of cybersecurity is haunting the Internet of Things—or more specifically, the lack of it. Big companies in information technology and telecommunications have embraced the [getkc id="76" kc_name="IoT"] as a significant business opportunity, and the field is inspiring hundreds of startups in Silicon Valley and elsewhere. Venture capitalists hungrily eye the IoT, betting on which ... » read more

Inside Lithography And Masks


Semiconductor Engineering sat down to discuss lithography and photomask technologies with Gregory McIntyre, director of the Advanced Patterning Department at [getentity id="22217" comment="IMEC"]; Harry Levinson, senior fellow and senior director of technology research at [getentity id="22819" comment="GlobalFoundries"]; David Fried, chief technology officer at [getentity id="22210" e_name="Cov... » read more

The Week In Review: Design


Name Changes Arteris changed its name to ArterisIP. The company said the name change better reflects what the company does, which is provide IP for SoC communication on-die and between die. Mentor Graphics also modified its name, following last week's announcement that the acquisition by Siemens has been completed. The company is now officially called Mentor, A Siemens Business. It also ... » read more

Security: Losses Outpace Gains


Paul Kocher, chief scientist in [getentity id="22671" e_name="Rambus'"] Cryptography Research Division, sat down with Semiconductor Engineering to discuss the new threats to security, artificial intelligence and machine learning, and how to engineer a secure system. What follows are excerpts of that conversation. SE: Where are we with security? It seems that rather than getting better, thing... » read more

The Great Machine Learning Race


Processor makers, tools vendors, and packaging houses are racing to position themselves for a role in machine learning, despite the fact that no one is quite sure which architecture is best for this technology or what ultimately will be successful. Rather than dampen investments, the uncertainty is fueling a frenzy. Money is pouring in from all sides. According to a new Moor Insights report,... » read more

Supporting CPUs Plus FPGAs


While it has been possible to pair a CPU and FPGA for quite some time, two things have changed recently. First, the industry has reduced the latency of the connection between them and second, we now appear to have the killer app for this combination. Semiconductor Engineering sat down to discuss these changes and the state of the tool chain to support this combination, with Kent Orthner, system... » read more

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