Lower Power Plus Better Performance

The tradeoff between power and performance is becoming less about one versus the other, and more about a dual benefit, as new computing and chip architectures begin rolling out. Neural networking, which is one of the hot buttons for any system that relies on lots of distributed sensors, is essential to get a true picture of what is happening around a car moving down the highway at 65 miles ... » read more

The Looming AI War

A recent spate of acquisitions and announcements in AI and machine learning is setting the stage for a colossal showdown across the tech industry. Among those vying for top spots are Samsung, Google, Apple, Microsoft and Amazon, each with a large enough revenue stream to support an M&A feeding frenzy and the sustained investments required to remain competitive. Consider the most recent a... » read more

Neural Net Computing Explodes

Neural networking with advanced parallel processing is beginning to take root in a number of markets ranging from predicting earthquakes and hurricanes to parsing MRI image datasets in order to identify and classify tumors. As this approach gets implemented in more places, it is being customized and parsed in ways that many experts never envisioned. And it is driving new research into how el... » read more

Aftermarket Autonomous Vehicle Race Heats Up

It’s not just car companies that are racing to build self-driving vehicles. An entire ecosystem is sprouting up around retrofitting existing vehicles with autonomous technology, despite the fact that the technology, infrastructure, regulatory and insurance issues are still not fully formed. Uber already is using self-driving taxis, accompanied by a human driver, in Pittsburgh, Pa. And many... » read more

Alexa, Can You Help Me Build A Better SoC?

Consumers have fallen love with clever products like Amazon Echo, Nest, Google maps, Waze and Zillow that somehow make life a little easier and more fun. The underlying technology that makes these apps so rich and useful is machine learning and it seems to be showing up everywhere. Maybe it’s time to ask, “Alexa, can you help me build a better SoC?” The Next Frontier in SoC Architectur... » read more

Fear Of Machines

In the tech industry, the main concern over the past five decades has been about what machines could not do. Now the big worry is what they can do. From the outset of the computer age, the biggest challenges were uptime, ease of use, reliability, and as devices became more connected, the quality and reliability of that connection. As the next phase of machines begins, those problems have bee... » read more

The Week In Review: IoT

Security The Industrial Internet Consortium this week unveiled the Industrial Internet Security Framework, a set of specifications for connected health-care devices and hospitals, intelligent transportation, smart electrical grids, smart factories, and other cyber-physical systems in the Internet of Things. AT&T, Fujitsu, Hitachi, Infineon Technologies, Intel, Microsoft, and Symantec are among... » read more

The Week In Review: IoT

Analysis After reading a blog post touting the Internet of Things for home security, Jon Hedren wrote this post detailing how IoT-based home systems can be easily compromised and could fail in multiple ways. “The IoT ‘dream’ as sold by the industry is pretty cool, but it’s still just a dream. For now, these devices remain generally shoddy, insecure, and easily breakable—and must be t... » read more

Joint R&D Has Its Ups And Downs

As corporate spending on research and development dwindles, enterprises are reaching out to colleges and universities to supplement their R&D. And they often are finding eager partners in those endeavors, as professors and their graduate students look for help, financial and technical, in addressing long-term research projects. “Pure research is just a luxury no one can afford anymore,... » read more

What’s Missing From Machine Learning

Machine learning is everywhere. It's being used to optimize complex chips, balance power and performance inside of data centers, program robots, and to keep expensive electronics updated and operating. What's less obvious, though, is there are no commercially available tools to validate, verify and debug these systems once machines evolve beyond the final specification. The expectation is th... » read more

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