Finding Defects In Chips With Machine Learning


Chipmakers are using more and different traditional tool types than ever to find killer defects in advanced chips, but they are also turning to complementary solutions like advanced forms of machine learning to help solve the problem. A subset of artificial intelligence (AI), machine learning has been used in computing and other fields for decades. In fact, early forms of machine learning ha... » read more

Manufacturing Bits: March 11


Measuring molecules The Technical University of Munich (TUM) has developed a new metrology technique that determines the properties of individual molecules. The technique, called single-molecule excitation–emission spectroscopy, improves upon the traditional methods to explore molecules. The traditional method, dubbed single-molecule spectroscopy (SMS), is not new and is used to analyze f... » read more

Week In Review: Manufacturing, Test


Trade Trade tensions between the United States and China continue. The U.S. last year slapped a 10% tariff on $200 billion worth of Chinese goods. China retaliated with a 10% tariff on $60 billion of U.S. imports. The U.S. said it wants to increase the tariffs on Chinese goods to 25%, but that action has been postponed. This was the week that the U.S. was supposed to raise tariffs by 25%. I... » read more

The Good And Bad Of 2D Materials


Despite years of warnings about reaching the limits of silicon, particularly at leading-edge process nodes where electron mobility is limited, there still is no obvious replacement. Silicon’s decades-long dominance of the integrated circuit industry is only partly due to the material’s electronic properties. Germanium, gallium arsenide, and many other semiconductors offer superior mobili... » read more

Comparative Stochastic Process Variation Bands For N7, N5, And N3 At EUV


By Alessandro Vaglio Preta, Trey Gravesa, David Blankenshipa, Kunlun Baib, Stewart Robertsona, Peter De Bisschopc, John J. Biaforea a) KLA-Tencor Corporation, Austin, TX 78759, U.S.A. b) KLA-Tencor Corporation, Milpitas, CA 95035, U.S.A. c) IMEC, Kapeldreef 75, 3000, BE ABSTRACT Stochastics effects are the ultimate limiter of optical lithography technology and are a major concern for n... » read more

Lithography Challenges For Fan-out


Higher density fan-out packages are moving toward more complex structures with finer routing layers, all of which requires more capable lithography equipment and other tools. The latest high-density fan-out packages are migrating toward the 1µm line/space barrier and beyond, which is considered a milestone in the industry. At these critical dimensions (CDs), fan-outs will provide better per... » read more

In-Memory Computing Challenges Come Into Focus


For the last several decades, gains in computing performance have come by processing larger volumes of data more quickly and with superior precision. Memory and storage space are measured in gigabytes and terabytes now, not kilobytes and megabytes. Processors operate on 64-bit rather than 8-bit chunks of data. And yet the semiconductor industry’s ability to create and collect high quality ... » read more

China’s Foundry Biz Takes Big Leap Forward


China continues to advance its foundry industry with huge investments in new fabs and technology, despite trade tensions and a slowdown in the IC market. China has the most fab projects in the world, with 30 new facilities or lines in construction or on the drawing board, according to data from SEMI’s World Fab Forecast Report. Of those, 13 fabs are targeted for the foundry market, accordi... » read more

What’s Next For AI, Quantum Chips


Semiconductor Engineering sat down to discuss the latest R&D trends with Luc Van den hove, president and chief executive of Imec; Emmanuel Sabonnadière, chief executive of Leti; and An Chen, executive director for the Nanoelectronics Research Initiative at the Semiconductor Research Corp. (SRC). Chen is on assignment from IBM. What follows are excerpts of those conversations, which took pl... » read more

Week In Review: Manufacturing, Test


Trade and fab equipment The SEMI Industry Strategy Symposium (ISS) this week opened with the theme “Golden Age of Semiconductor: Enabling the Next Industrial Revolution.” The annual three-day conference gave the year’s first outlook of the global electronics manufacturing industry. Click here for a recap. SEMI and Imec are joining forces to drive innovation and deepen industry align... » read more

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