category: Top Stories

category: IoT, Security & Automotive

Using Better Data To Shorten Test Time
By Ed Sperling - 06 Aug, 2019 - Comments: 1

The combination of machine learning plus more sensors embedded into IC manufacturing equipment is creating new possibilities for more targeted testing and faster throughput for fabs and OSATs. The goal is to improve quality and reduce the cost of manufacturing complex chips, where time spent in manufacturing is ballooning at the most advanced nodes. As the number of transistors on a die incr... » read more

Solving 5G’s Thorniest Issues
By Ed Sperling - 01 Aug, 2019 - Comments: 0

5G rollouts are beginning to hit the market, accompanied by a long list of unsolved technical and business issues surrounding this next-generation wireless technology. But progress is being made on some of the key challenges facing this technology, even though not all of those solutions will be in place at launch. The real challenges are with millimeter-wave implementations of 5G, which oper... » read more

Where Should Auto Sensor Data Be Processed?
By Ann Mutschler - 01 Aug, 2019 - Comments: 0

Fully autonomous vehicles are coming, but not as quickly as the initial hype would suggest because there is a long list of technological issues that still need to be resolved. One of the basic problems that still needs to be solved is how to process the tremendous amount of data coming from the variety of sensors in the vehicle, including cameras, radar, LiDAR and sonar. That data is the dig... » read more

New Approaches For Hardware Security
By Ed Sperling - 01 Aug, 2019 - Comments: 0

Semiconductor Engineering sat down to discuss a wide range of hardware security issues and possible solutions with Norman Chang, chief technologist for the Semiconductor Business Unit at ANSYS; Helena Handschuh, fellow at Rambus, and Mike Borza, principal security technologist at Synopsys. What follows are excerpts of that conversation. (L-R) Norman Chang, Helena Handschuh, Mike Borza. Pho... » read more

DRAM Tradeoffs: Speed Vs. Energy
By Ed Sperling - 31 Jul, 2019 - Comments: 1

Semiconductor Engineering sat down to talk about new DRAM options and considerations with Frank Ferro, senior director of product management at Rambus; Marc Greenberg, group director for product marketing at Cadence; Graham Allan, senior product marketing manager for DDR PHYs at Synopsys; and Tien Shiah, senior manager for memory marketing at Samsung Electronics. What follows are excerpts of th... » read more

Cloudy Outlook Seen For IC Biz
By Mark LaPedus - 29 Jul, 2019 - Comments: 0

After a slowdown in the first half of 2019, chipmakers and equipment vendors face a cloudy outlook for the second half of this year, with a possible recovery in 2020. Generally, the semiconductor industry began to see a slowdown starting in mid- to late-2018, which extended into the first half of 2019. During the first half of this year, memory and non-memory vendors were negatively impacted... » read more

Hardware-Software Co-Design Reappears
By Brian Bailey - 25 Jul, 2019 - Comments: 1

The core concepts in hardware-software co-design are getting another look, nearly two decades after this approach was first introduced and failed to catch on. What's different this time around is the growing complexity and an emphasis on architectural improvements, as well as device scaling, particularly for AI/ML applications. Software is a critical component, and the more tightly integrate... » read more

Power Is Limiting Machine Learning Deployments
By Brian Bailey - 25 Jul, 2019 - Comments: 3

The total amount of power consumed for machine learning tasks is staggering. Until a few years ago we did not have computers powerful enough to run many of the algorithms, but the repurposing of the GPU gave the industry the horsepower that it needed. The problem is that the GPU is not well suited to the task, and most of the power consumed is waste. While machine learning has provided many ... » read more

Hybrid Emulation Takes Center Stage
By Ann Mutschler - 25 Jul, 2019 - Comments: 0

From mobile to networking to AI applications, system complexity shows no sign of slowing. These designs, which may contain multiple billion gates, must be validated, verified and tested, and it’s no longer possible to just throw the whole thing in a hardware emulator. For some time, emulation, FPGA-based prototyping, and virtual environments such as simulators have given design and verific... » read more

How To Optimize Verification
By Brian Bailey - 25 Jul, 2019 - Comments: 0

The rate of improvement in verification tools and methodologies has been nothing short of staggering, but that has created new kinds of problems for verification teams. Over the past 20 years, verification has transformed from a single language (Verilog) and tool (simulator) to utilizing many languages (testbench languages, assertion languages, coverage languages, constraint languages), many... » read more

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