Monitoring IC Abnormalities Before Failures


The rising complexities of semiconductor processes and design are driving an increasing use of on-chip monitors to support data analytics from an IC’s birth through its end of life — no matter how long that projected lifespan. Engineers have long used on-chip circuitry to assist with manufacturing test, silicon debug and failure analysis. Providing visibility and controllability of inter... » read more

Data Becomes Key For Next-Gen Chips


Data has become vital to understanding the useful life of a semiconductor — and the knowledge gleaned is key to staying competitive beyond Moore’s Law. What's changed is a growing reliance earlier in the design cycle on multiple sources of data, including some from further right in the design-through-manufacturing flow. While this holistic approach may seem logical enough, the semiconduc... » read more

Making Silicon Photonics Chips More Reliable


Silicon photonics has the ability to dramatically improve on-die and chip-to-chip communication within a package at extremely low power, but ensuring that signal integrity remains consistent over time isn't so simple. While this technology has been used commercially for at least the past decade, it never has achieved mainstream status. That's mostly due to the fact that Moore's Law scaling h... » read more

Using Fab Sensors To Reduce Auto Defects


The semiconductor manufacturing ecosystem has begun collaborating on ways to effectively use wafer data to meet the stringent quality and reliability requirements for automotive ICs. Silicon manufacturing companies are now leveraging equipment and inspection monitors to proactively identify impactful defects prior to electrical test. Using machine learning techniques, they combine the monitor ... » read more

Week In Review: Manufacturing, Test


Materials A major setback has been dealt to the United States’ efforts to develop rare earths. The U.S. is attempting to develop its own supply of rare earths, hoping to reduce its reliance on China. China controls nearly 90% of the world’s rare earths, which are used in magnets and various electronic systems. In April, the U.S. Department of Defense (DoD) awarded two U.S.-based firms, Lyn... » read more

Week In Review: Auto, Security, Pervasive Computing


Edge, cloud, data center Synopsys launched its USB4 IP and tools, already with a successful tapeout of a USB4 PHY test chip on 5nm advanced FinFET process. The Designware USB4 IP’s throughput is up to 20 or 40 Gbps, which Synopsys says is the bandwidth needed for high-performance edge AI, storage, PC, and tablet SoC designs. Also, Samsung Foundry certified Synopsys’ Design Compiler NXT for ... » read more

Reliability Challenges Grow For 5/3nm


Ensuring that chips will be reliable at 5nm and 3nm is becoming more difficult due to the introduction of new materials, new transistor structures, and the projected use of these chips in safety- and mission-critical applications. Each of these elements adds its own set of challenges, but they are being compounded by the fact that many of these chips will end up in advanced packages or modul... » read more

The Need For Traceability In Auto Chips


Someday your car will drive itself to a repair shop for a recall using a scheduling application that is both efficient and can prioritize which vehicles need to be fixed first. But that's still a ways off. Proactive identification of issues is not yet available. To be ready for that, today’s data analytics systems need to begin supporting targeted recalls, enabling predictive maintenance a... » read more

Cloudy With A Chance Of Better Analytics


How can you create product-oriented analytics on the factory floor while leveraging cloud capabilities at the same time? In our article, you will learn about: The importance of moving from machine analytics to product analytics. The benefits of migrating your analytics infrastructure to the cloud. How OptimalPlus successfully partnered with AWS to create an end-to-end analytics so... » read more

Test Costs Spiking


The cost of test is rising as a percentage of manufacturing costs, fueled by concerns about reliability of advanced-node designs in cars and data centers, as well as extended lifetimes for chips in those and other markets. For decades, test was limited to a flat 2% of total manufacturing cost, a formula developed prior to the turn of the Millennium after chipmakers and foundries saw the traj... » read more

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