The Week In Review: Design


M&A Qualcomm expanded its AI portfolio, acquiring machine learning startup Scyfer B.V., a spinoff of the University of Amsterdam. Founded in 2013, Scyfer has consulted on object classification, defect inspection, and traffic prediction projects across a range of industries. Terms of the deal were not disclosed. Numbers Synopsys released third quarter financial results with revenue of $... » read more

Machine Learning In The Fab


Machine learning is exploding, especially where there are massive amounts of data to contend with and lots of potential interactions. This leads to two obvious insertion points in the semiconductor field. One is on the design side, where just getting an advanced design to function is an enormous challenge. That challenge increases as the need for reliability in some market increases. It's d... » read more

What’s Changing At BACUS


Jim Wiley, president of SPIE BACUS, talks about this year's merger of the EUV Lithography Symposium and the SPIE Photomask Conference—including what's new and different, the latest updates on the event location, and topics to look forward to such as EUV mask inspection—as well as his predictions on machine learning. https://youtu.be/GNxUmMAU9zs » read more

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

System Bits: Aug. 8


Improving robot vision, virtual reality, self-driving cars In order to generate information-rich images and video frames that will enable robots to better navigate the world and understand certain aspects of their environment, such as object distance and surface texture, engineers at Stanford University and the University of California San Diego have developed a camera that generates 4D images... » read more

Using Machine Learning In EDA


Machine learning is beginning to have an impact on the EDA tools business, cutting the cost of designs by allowing tools to suggest solutions to common problems that would take design teams weeks or even months to work through. This reduces the cost of designs. It also potentially expands the market for EDA tools, opening the door to even new design starts and more chips from more compan... » read more

Planes, Birdhouses And Image Recognition


My recent blog post on the limits of neuromorphic computing took an optimistic view: even neuromorphic systems that are relatively crude by the standards of biological brains can still find commercially important applications. A few days after I finished it, I was reminded that the pessimists are not wrong when a friend of mine shared this image. Fig. 1: Trover Gourds in purple martin nest... » read more

Explosive Growth Ahead


Over the next five years, sales across the semiconductor supply chain will double from $2 trillion to $4 trillion, said Ajit Manocha, president and CEO of SEMI, during the opening presentation at Semicon West this month. These are gigantic numbers, and they reflect some massive shifts now underway across the semiconductor industry. Many chipmakers have been trying to figure out the next big ... » read more

Machine Learning Popularity Grows


Machine learning and deep learning are showing a sharp growth trajectory in many industries. Even the semiconductor industry, which generally has resisted this technology, is starting to changing its tune. Both [getkc id="305" kc_name="machine learning"] (ML) and deep learning (DL) have been successfully used for image recognition in autonomous driving, speech recognition in natural langua... » read more

How Good Is Your Data?


Machines can be taught by other machines. They also can talk to other machines on their own, with no human intervention, which is the great attraction of the Internet of Things. Sensor clusters or other trucks can pass along critical data that alerts a multi-trailered truck to slow down or take a different route. And sensors feeding a variety of data, such as temperature or vibration, can is... » read more

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