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

Cars, Security, And HW-SW Co-Design


Semiconductor Engineering sat down to discuss parallel hardware/software design with Johannes Stahl, director of product marketing, prototyping and FPGA, [getentity id="22035" e_name="Synopsys"]; [getperson id="11411" comment="Bill Neifert"], director of models technology, [getentity id="22186" comment="ARM"]; Hemant Kumar, director of ASIC design, Nvidia; and Scott Constable, senior member of ... » read more

The Week In Review: IoT


Deals VMware this week announced Internet of Things strategic alliances with Bayshore Networks, Dell, Deloitte Digital, Intwine Connect, PTC, and V5 Systems. IDC estimates IoT spending will reach almost $1.3 trillion by 2019. "IoT is said to be the largest addressable market since the advent of the Internet, and the true potential of IoT has yet to be realized in the enterprise. As a company t... » read more

More Consolidation Ahead


Consolidation fueled by low interest rates is nearing the end, at least for this round. The U.S. Federal Reserve is looking at another rate increase based upon healthy reports on the economy, possibly as early as September. If all goes well, there will be multiple interest rate hikes over the next few years, allowing investors to build more balanced portfolios that are not entirely reliant on t... » read more

Will Open-Source Work For Chips?


Open source is getting a second look by the semiconductor industry, driven by the high cost of design at complex nodes along with fragmentation in end markets, which increasingly means that one size or approach no longer fits all. The open source movement, as we know it today, started in the 1980s with the launch of the GNU project, which was about the time the electronic design automation (... » read more

Lawyers, Insurance And Self-Driving Cars


Self-driving cars are drawing semiconductor companies into legal and regulatory issues for the first time, adding a new level of scrutiny on cutting-edge chip technology. It also opens up a whole new field for legal interpretation, case law, and regulation. While most liability cases in the past never crossed below the system vendor/supplier level, that could change with autonomous vehic... » read more

Convolutional Neural Networks Power Ahead


While the term may not be immediately recognizable, convolutional neural networks (CNNs) are already part of our daily lives—and they are expected to become even more significant in the near future. [getkc id="261" kc_name="Convolutional neural networks"] are a form of machine learning modeled on the way the brain's visual cortex distinguishes one object from another. That helps explain wh... » read more

A Formal Transformation


A very important change is underway in functional verification. In the past, this was an esoteric technology and one that was difficult to deploy. It was relegated to tough problems late in the verification cycle, and it was difficult to justify the ROI unless the technology actually did find some problems. But all of that has changed. Formal verification companies started to use the technology... » read more

Tech Talk: ADAS


Kurt Shuler, vice president of marketing at Arteris, explains what the Advanced Driver Assistance Systems standard is, where the problems are, and why this is becoming so important in automotive semiconductor design. » read more

Oh, The Hypocrisy


It's almost impossible to find anyone hasn’t heard about the privacy case chest-thumping going on between Apple and the FBI, as well as a few other federal entities. And by now the interview with Tim Cook and David Muir is quite public, as well. So how come, all of a sudden, Apple, Microsoft (although Bill Gates did come out on the government side) Google, Yahoo, Facebook, and countless ot... » read more

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