Machine Learning for VLSI CAD: A Case Study in On-Chip Power Grid Design


Abstract "With the improvement of VLSI technology, on-chip power grid design is becoming more challenging than before. In this design phase of VLSI CAD, power grids are generated in order to make power and ground connections to transistors or logic blocks. However, due to the scaling of supply voltage and increase in the number of transistors per unit area of the chip, power grid design has ... » read more

Week In Review: Manufacturing, Test


Photonic Chips Go Big In Europe PhotonDelta, a collaborative end-to-end supply chain for the application of photonics chips, secured €1.1 billion in conditional funding for a six-year initiative. Investments from the Netherlands government and other organizations “will be used to build 200 startups, scale up production, create new applications for photonic chips, and develop infrastructure... » read more

Week In Review: Design, Low Power


Ansys will acquire cloud simulation provider OnScale. OnScale's technology will be used to provide a cloud-native, web-based UI for device-independent access to Ansys’ simulation technologies as well as creation of simulation-based vertical applications. “OnScale’s cloud-native technology combines the limitless compute power of cloud supercomputers with an intuitive web-based front end, m... » read more

Week In Review: Auto, Security, Pervasive Computing


Automotive, mobility An engine-sensor malfunction in three popular Japanese-versions of the Subaru models has forced the company to suspend production temporarily in Japan, according to Reuters. The sensor in the CB18 engine, found in Japan’s Forester, Outback, and Levor cars, stops the engine from starting and flashes a warning light. In North America, Subaru is adding a wide-angle mono cam... » read more

How Do I Come To Trust An Electronic Component?


Can I trust all of the electronic systems in my vehicle, for example if I’m driving my car at a high speed on the highway or in city traffic at a confusing intersection? Will all of the vehicle’s sensors work as they should and correctly recognize all of the possible dangers around me? In modern vehicles and complex industrial plants today, a number of sensors and many electronic compone... » read more

Always-On, Ultra-Low-Power Design Gains Traction


A surge of electronic devices powered by batteries, combined with ever-increasing demand for more features, intelligence, and performance, is putting a premium on chip designs that require much lower power. This is especially true for always-on circuits, which are being added into AR/VR, automotive applications with over-the-air updates, security cameras, drones, and robotics. Also known as ... » read more

High-Performance SerDes Enable The 5G Wireless Edge


Investment at the core of the global internet is red hot. The number of hyperscale data centers jumped to 700 worldwide at the end of 2021, and with more than 300 in the pipeline, should rise to over 1000 by 20241. In the span of five years, total hyperscale data centers will have doubled. And as the raw number shoots up, more powerful compute and networking hardware is rapidly being deployed, ... » read more

The Set Top Box Is Getting A Retrofit


Will processors jumpstart 8K? System-on-chip (SoC) designers and home device makers are experimenting with AI techniques to upscale high-definition or even standard-definition programs in a way that looks natural and realistic. Here’s how it works. Rather than stretching an image over a wider battery of pixels (causing pixelation) or filling in the new pixels by extrapolating informatio... » read more

If These Chips Could Talk: Actionable Insights From Path Margin Monitors


One of the most important current trends in electronics is the gathering and analysis of big data to reap benefits in cost, power, performance, and reliability. This is becoming common in the chip development flow. For example, data harvested from simulation regressions can aid in debug and reaching coverage goals. Machine learning (ML) uses the results of many passes through implementation (lo... » read more

Architecting Faster Computers


To create faster computers, the industry must take a major step back and re-examine choices that were made half a century ago. One of the most likely approaches involves dropping demands for determinism, and this is being attempted in several different forms. Since the establishment of the von Neumann architecture for computers, small, incremental improvements have been made to architectures... » read more

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