Can ML Help Verification? Maybe


Functional verification produces an enormous amount of data that could be used to train a machine learning system, but it's not always clear which data is useful or whether it can help. The challenge with ML is understanding when and where to use it, and how to integrate it with other tools and approaches. With a big enough hammer, it is tempting to call everything a nail, and just throwing ... » read more

Week In Review: Auto, Security, Pervasive Computing


Automotive, mobility California will ban the sale of new gasoline vehicles so that by 2035 100% of new cars and light trucks sold in California will be zero-emission vehicles. NXP Semiconductors announced multi-year supply agreements for its S32 family. Agreements to supply the S32 domain and zonal automotive processors to OEMs will include upcoming 5nm ASIL-D processors. Keysight Techno... » read more

Week in Review: Auto, Security, Pervasive Computing


Automotive and Mobility Search engine giant Baidu said Monday it is the first company to secure permits to operate robotaxis in China without a human safety driver. Baidu’s Apollo and Toyota-backed Pony.ai already operate robotaxis with backup drivers in Beijing. Also this week, smartphone maker Xiaomi said it is running autonomous driving tests on 140 vehicles in China. Xiaomi announced it ... » read more

Design And Security Challenges for VR


Virtual reality is no longer just for gamers, and as this technology is deployed in everything from health care to industrial training, the requirements for processing more data faster over a high-speed connection are growing. Designing these devices continues to be a study in contradictions. They must be extremely low power, with a small enough batteries to make them comfortable to wear. Bu... » read more

Week In Review: Auto, Security, Pervasive Computing


Pervasive computing, connectivity Semtech Corporation announced that it will acquire Sierra Wireless, an IoT services company. The acquisition will combine Semtech’s LoRa end nodes and cloud service with Sierra Wireless’ cellular capabilities. Telit will incorporate Thales’s cellular IoT products business under a new name Telit Cinterion, led by Telit. Telit Cinterion will be Californ... » read more

Technical Paper Round-Up: July 26


New technical papers added to Semiconductor Engineering’s library this week. [table id=41 /] Semiconductor Engineering is in the process of building this library of research papers. Please send suggestions (via comments section below) for what else you’d like us to incorporate. If you have research papers you are trying to promote, we will review them to see if they are a good fit f... » read more

Monolithic Microfluidic Cooling on a Functional CPU Running Real-World Benchmarks


New technical paper titled "Integrated Silicon Microfluidic Cooling of a High-Power Overclocked CPU for Efficient Thermal Management" is published by researchers at Georgia Tech and Microsoft. According to the abstract: "In this work, we use micropin-fins etched directly on the back of an Intel Core i7-8700K CPU and overclocked it to dissipate up to 215W of power while being cooled by room... » read more

Week In Review: Design, Low Power


Tools & IP Cadence will acquire Future Facilities, a provider of electronics cooling analysis and energy performance optimization solutions for data center design and operations using physics-based 3D digital twins. Future Facilities’ product portfolio includes an electronics thermal solution, as well as computational fluid dynamics (CFD) electronics cooling simulation technology that op... » read more

Week In Review: Auto, Security, Pervasive Computing


Automotive, mobility The head of Tesla’s Autopilot division — Andrej Karpathy — resigned from the company after Tesla laid off 200 people in its Autopilot division and the U.S. National Highway Transportation Safety Administration broadened its safety investigation of Tesla’s Autopilot. The NHTSA last month broadened its August 2021 investigation, which was looking at why Tesla cars on... » read more

Customization, Heterogenous Integration, And Brute Force Verification


Semiconductor Engineering sat down to discuss why new approaches are required for heterogeneous designs, with Bari Biswas, senior vice president for the Silicon Realization Group at Synopsys; John Lee, general manager and vice president of the Ansys Semiconductor business unit; Michael Jackson, corporate vice president for R&D at Cadence; Prashant Varshney, head of product for Microsoft Azu... » read more

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