tag: AI

Audio, Visual Advances Intensify IC Design Tradeoffs
By Ann Mutschler - 13 Jun, 2022 - Comments: 0

A spike in the number of audio and visual sensors is greatly increasing design complexity in chips and systems, forcing engineers to make tradeoffs that can affect performance, power, and cost. Collectively, these sensors generate so much data that designers must consider where to process different data, how to prioritize it, and how to optimize it for specific applications. The tradeoffs in... » read more

Can Analog Make A Comeback?
By Brian Bailey - 09 Jun, 2022 - Comments: 3

We live in an analog world dominated by digital processing, but that could change. Domain specificity, and the desire for greater levels of optimization, may provide analog compute with some significant advantages — and the possibility of a comeback. For the last four decades, the advantages of digital scaling and flexibility have pushed the dividing line between analog and digital closer ... » read more

Active Learning: Integrating Natural Intelligence Into Artificial Intelligence
By Oliver Gnepper - 09 Jun, 2022 - Comments: 0

Today, very few people would likely deny the fact that data can present major added value for companies. But analyzing data from production processes reveals the incompleteness of data collection and the associated reduced potential of the data that can be leveraged. Typical shortcomings include: Incomplete representation of processes in the dataspace, Inadequate connection of processes... » read more

DRAM Thermal Issues Reach Crisis Point
By Karen Heyman - 09 Jun, 2022 - Comments: 5

Within the DRAM world, thermal issues are at a crisis point. At 14nm and below, and in the most advanced packaging schemes, an entirely new metric may be needed to address the multiplier effect of how thermal density increasingly turns minor issues into major problems. A few overheated transistors may not greatly affect reliability, but the heat generated from a few billion transistors does.... » read more

Chip Substitutions Raising Security Concerns
By Ed Sperling - 02 Jun, 2022 - Comments: 0

Substituting chips is becoming more common in the electronics industry as shortages drag on, allowing systems vendors to continue selling everything from cars to manufacturing equipment and printer cartridges without waiting for a commoditized part. But substitutions aren't always an even swap, and they increase security risks in ways that may take years to show up or fully understand. So fa... » read more

AI-Powered Verification
By Brian Bailey - 01 Jun, 2022 - Comments: 1

With functional verification consuming more time and effort than design, the chip industry is looking at every possible way to make the verification process more effective and more efficient. Artificial intelligence (AI) and machine learning (ML) are being tested to see how big an impact they can have. While there is progress, it still appears to be just touching the periphery of the problem... » read more

Is AI Improving A Broken Process?
By Brian Bailey - 26 May, 2022 - Comments: 0

Verification is fundamentally comparing two models, each derived independently, to find out if there are any different behaviors expressed between the two models. One of those models represents the intended design, and the other is part of the testbench. In an ideal flow, the design model would be derived from the specification, and each stage of the design process would be adding other deta... » read more

Enabling Big Chip AI Solutions Through Intelligent Clock Networks
By Aakash Jani - 26 May, 2022 - Comments: 0

Data centers, autonomous vehicles, and computer vision applications are pushing the limits of scalable AI compute. Data center chips face multi-trillion parameter models that continue growing every year. ADAS systems require flexibility and processing power for new model types, such as vision transformers. Edge AI solutions demand tight power budgets and the ability to process multiple models i... » read more

Will Big Competition Attract More Talent For IC Companies?
By Marie C. Baca - 26 May, 2022 - Comments: 1

Google is hiring a chip packaging technologist. General Motors is seeking a wafer fabrication procurement specialist. Facebook Reality Labs wants a materials researcher with experience in photolithography and nanoimprint techniques. Recent job postings by tech and automotive giants are enough to worry any chip company executive struggling to attract talent. But what may seem at first like a ... » read more

Repositioning For A Changing IC Market
By Ed Sperling - 26 May, 2022 - Comments: 0

Sailesh Chittipeddi, executive vice president at Renesas, sat down with Semiconductor Engineering to talk about how changes in end markets are shifting demand for technology. What follows are excerpts of that conversation. SE: Renesas has acquired a number of companies over the past several years. What's the goal? Chittipeddi: The goal very simply is to create an industry leading solutio... » read more

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