AI Chip Architectures Race To The Edge


As machine-learning apps start showing up in endpoint devices and along the network edge of the IoT, the accelerators that make AI possible may look more like FPGA and SoC modules than current data-center-bound chips from Intel or Nvidia. Artificial intelligence and machine learning need powerful chips for computing answers (inference) from large data sets (training). Most AI chips—both tr... » read more

How To Automate A Parking Lot


By Maen Suleiman and Gorka Garcia Applications at the edge of the network require special technologies, such as efficient packet processing, machine learning and connectivity to the cloud. The edge crosses a multitude of markets, including small business, industrial and enterprise, and it can include everything from devices you might expect to find at the edge to unusual concepts such as... » read more

Week in Review: IoT, Security, Auto


Deals Dialog Semiconductor made a blockbuster deal with Apple – the chip company will license power management technologies and transfer some assets to Apple, which will use them in their internal chip research and development. More than 300 Dialog employees, mostly engineers, will join Apple, which will pay $300 million in cash for the transaction and prepay another $300 million for Dialog ... » read more

IIoT Edge Is A Moving Target


Edge computing happens in an industrial IoT (IIoT) system wherever it needs to happen. The business needs for an IIoT system—or one layer of that system—will determine when and where the computing happens. This conclusion, from an introductory report written by the IoT testing organization the Industrial Internet Consortium (IIC), helps explain why no one consistently can say what edge... » read more

Huge Performance Gains Ahead


Rambus Chief Scientist Craig Hampel talks about what will drive the next big performance gains after Moore’s Law, from the data center to the edge. https://youtu.be/ItHCsei7YTc » read more

New 5G Hurdles


Semiconductor Engineering sat down to talk about challenges and progress in 5G with Yorgos Koutsoyannopoulos, president and CEO of Helic; Mike Fitton, senior director of strategic planning and business development at Achronix; Sarah Yost, senior product marketing manager at National Instruments; and Arvind Vel, director of product management at ANSYS. What follows are excerpts of that conversat... » read more

Energy At The Edge


Ever since the first mention of the IoT, everyone assumed there would be billions of highly efficient battery-powered devices that drew milliwatts of energy. As it turns out, we are about to head down a rather different path. The enormous amount of data that will be gathered by sensors everywhere cannot possibly be sent to the cloud for processing. The existing infrastructure cannot handle i... » read more

Quantum Computing Becoming Real


Quantum computing will begin rolling out in increasingly useful ways over the next few years, setting the stage for what ultimately could lead to a shakeup in high-performance computing and eventually in the cloud. Quantum computing has long been viewed as some futuristic research project with possible commercial applications. It typically needs to run at temperatures close to absolute zero,... » read more

The Week in Review: IoT


Tools/Chips Synopsys rolled out a new release of its automotive exterior lighting design and analysis software. The tool calculations and generates images for multiple viewing directions and different lighting conditions. Lighting on vehicles has become far more complex than just shining a beam on the road. The latest technology can adapt to road conditions, other cars, and help illuminate the... » read more

Cure The Common Cold…


The technology sector has no equal in the ability of its people to visualize what might be possible and then make it happen fast. If we were sorting out the common cold, the sniffles may already have been relegated to the past. Maybe that’s a claim too far but while imagining the future has always been a feature of our world I think we’ve gone into overdrive in the last few years. From a... » read more

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