What’s Missing In Deep Learning?


It is impossible today to be unaware of deep learning/machine learning/neural networks -- even if what it all entails is not even clear yet. Someone who is intimately familiar with this area, and has some thoughts on this is Chris Rowen, founder of Tensilica (now part of Cadence), who is now a self-described hat juggler. He is still active Cadence several days a month, working technically on... » read more

Era Of 3D Printing Begins


3D printing has always been an interesting side technology. It's now about to become a mainstream technology. Until recently, the majority of applications for this technology have been limited for several reasons. First, there simply isn't enough history to bet the bank on commercial manufacturing using 3D printers. The initial patent for fused deposition modeling was issued in 1986, but ... » read more

Smart Manufacturing Gains Momentum


Smart manufacturing is gaining traction as a way of addressing increased market fragmentation while still leveraging economies of scale. The goal is to add a level of flexibility into manufacturing processes that until recently was considered impossible. Although the approach makes sense in theory, real-world implementation is proving far from consistent. Sometimes referred to as Industr... » read more

Things To Come This Year


What will happen in the Internet of Things during 2017? No one truly knows. Some 2016 trends can be teased out to provide prognostications for the 12 months ahead. Parks Associates released a white paper in December, “Top 10 Consumer IoT Trends in 2017,” which notes that U.S. broadband households have an average of more than eight connected computing, entertainment, and mobile devices, a... » read more

Overcoming The Limits Of Scaling


Semiconductor Engineering sat down to discuss the increasing reliance on architectural choices for improvements in power, performance and area, with [getperson id="11425" comment=" Sundari Mitra"], CEO of [getentity id="22535" comment="NetSpeed Systems"]; Charlie Janac, chairman and CEO of [getentity id="22674" e_name="Arteris"]; [getperson id="11032" comment="Simon Davidmann"] CEO of [getentit... » read more

System Bits: Dec. 27


Melting quantum crystal of electrons Confirming a fundamental phase transition in quantum mechanics that was theoretically proposed more than 80 years ago but not experimentally documented until now, MIT researchers reported that they’ve observed a highly ordered crystal of electrons in a semiconducting material and documented its melting, much like ice thawing into water. The team said i... » read more

Formal’s Roadmap


Formal verification has come a long way in the past five years as it focused on narrow tasks within the verification flow. Semiconductor Engineering sat down to discuss that progress, and the future of formal technologies, with [getperson id="11306" comment="Raik Brinkmann"], president and CEO of [getentity id="22395" e_name="OneSpin Solutions"]; Harry Foster, chief verification scientist at [g... » read more

System Bits: Dec. 6


Teaching computers to read A multidisciplinary team of UCLA researchers has built a computational model that reflects how humans think and communicate, by designing an algorithm that examined nearly two million posts from popular parenting websites, thereby teaching computers to understand structured narratives within the flow of posts on the internet. Managing large-scale data in this way ... » read more

System Bits: Nov. 15


Revolutionizing sports via AI and computer vision A new technology developed by PlayfulVision — an EPFL startup — will be used in all NBA games in the United States starting next year to records all aspects of sporting events for subsequent analysis in augmented reality. Will artificial intelligence and computer vision revolutionize the sports industry? PlayfulVision’s approach uses ... » read more

Partitioning For Power


Examine any smartphone design today and most of the electronic circuitry is "off" most of the time. And regardless of how many processor cores are available, it's rare to use more than a couple of those cores at any point in time. The emphasis is shifting, though, as the mobility market flattens and other markets such as driver-assisted vehicles and IoT begin gaining traction. In a car, turn... » read more

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