Transforming Vision Inspection With Machine Learning


How auto-manufacturers can apply ML & AI algorithms to enhance image analytics on their factory floor and to ensure higher product quality? Discover the next generation visual inspection in our new case study. In this case study , you will learn about: Current limitations of image inspection in the manufacturing industry. The O+ end-to-end solution, which brings machine learning and... » read more

Edge Inference Applications And Market Segmentation


Until recently, most AI was in data centers/cloud and most of that was training. Things are changing quickly. Projections are AI sales will grow rapidly to tens of billions of dollars by the mid 2020s, with most of the growth in edge AI inference. Data center/cloud vs. edge inference: What’s the difference? The data center/cloud is where inference started on Xeons. To gain efficiency, much ... » read more

Week In Review: Auto, Security, Pervasive Computing


Automotive/Mobility China may act to rein in its EV market, according a story in Nikkei Asia. The National Development and Reform Commission in China asked for investment and production plans for EV projects over the last five years, which is signal to some industry insiders that the government may regulate some of the industry. Softbank and carmaker Subaru completed a test that used a 5G n... » read more

Computational Software


Electronics technology is evolving rapidly, becoming pervasive in our lives. There are more smart phones in use than there are people on earth, driver assistance is now common in automobiles, commercial airplanes have increasingly sophisticated infotainment, and wearable health monitors exist for a plethora of missions. Every device is generating and communicating massive amounts of data, inclu... » read more

IC Integrity Of Edge-Computing Processors: Meeting The Demands Of AI


If you ask most people, they would say that we’re living in an age of artificial intelligence (AI). But the reality is that we’re just getting started. The age of artificial intelligence is still in its infancy. So many of aspects of our lives involve technology but we’re still having to feed that technology or manually operate that technology in order get the results we want. Autonomous ... » read more

Faster Inferencing At The Edge


Cheng Wang, senior vice president of engineering at Flex Logix, talks about inferencing at the edge, what are some of the main considerations in designing and choosing an inferencing chip, why programmability and modularity are important, and how hardware-software co-design with algorithms can improve performance and power. » read more

Week In Review: Design, Low Power


M&A AMD will acquire Xilinx for $35 billion in an all-stock deal. "Joining together with AMD will help accelerate growth in our data center business and enable us to pursue a broader customer base across more markets,” said Victor Peng, Xilinx president and CEO. The deal is expected to close by the end of 2021. The acquisition of the programmable logic giant will leave only a few purepla... » read more

Different Requirements For Hyperscale Computing Across Vertical Application Domains


As mentioned in previous posts, one of the key conversations I have with customers a lot these days is how to deal with the balance of storage, compute and connectivity as we enter the era of hyperscale computing. While there are overarching challenges that are “of similar class” across the vertical application domains—consumer, hyperscale computing, mobile, networking, aerospace/defense,... » read more

GDDR6 Memory For Life On The Edge


With the torrid growth in data traffic, it is unsurprising that the number of hyperscale data centers has grown apace. According to analysts at the Synergy Research Group, in July of this year there were 541 hyperscale data centers worldwide. That represents a doubling in the number since 2015. Even more striking, there are an additional 176 in the pipeline, so the breakneck growth in hyperscal... » read more

Security At The Edge


Semiconductor Engineering sat down to discuss security at the edge with Steven Woo, vice president of enterprise solutions technology and distinguished inventor at Rambus, Kris Ardis, executive director at Maxim Integrated; and Steve Roddy, vice president of Arm's Products Learning Group. What follows are excerpts of that conversation. To view part one of this discussion, click here. Part two i... » read more

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