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

Blog Review: Mar. 6


Synopsys' Snigdha Dua traces the evolution of memory from SDRAM to DDR5 and the techniques that provide each generation's speed increase. Cadence's Paul McLellan digs into the challenges of 112Gbps SerDes, including what makes PAM4 signaling different from NRZ and what goes into equalization and modeling. Mentor's Rich Edelman provides a quick tutorial on how to set up a custom UVM report... » read more

Engineering Talent Shortage Now Top Risk Factor


Demand is increasing for engineers and related technical fields in the IC industry, but companies are struggling to find enough talent. The problem is even worse in hot new markets such as AI and 5G, where competition is fierce for experienced workers. The talent shortfall starts with college graduates and professionals in the fields of science, technology, engineering and mathematics (STEM)... » read more

In-Memory Vs. Near-Memory Computing


New memory-centric chip technologies are emerging that promise to solve the bandwidth bottleneck issues in today’s systems. The idea behind these technologies is to bring the memory closer to the processing tasks to speed up the system. This concept isn’t new and the previous versions of the technology fell short. Moreover, it’s unclear if the new approaches will live up to their billi... » read more

Multiple Approaches To Memory Challenges


As we enter the era of Big Data and Artificial Intelligence (AI), it is amazing to think about the possibilities for a truly seismic shift in the changing requirements for memory solutions. The massive amount of data humans generate every year is astounding and yet is expected to increase five-fold in the next few years from machine-generated data. Further compounding this growth is the emergin... » read more

Using Sensor Data To Improve Yield And Uptime


Semiconductor equipment vendors are starting to add more sensors into their tools in an effort to improve fab uptime and wafer yield, and to reduce cost of ownership and chip failures. Massive amounts of data gleaned from those tools is expected to provide far more detail than in the past about multiple types and sources of variation, including when and where that variation occurred and how,... » read more

150MM Alive and Kicking


Did you think chip making on 150mm wafers was a thing of the past? Think again. Many of the megatrends shaping our collective futures—mobility, autonomous driving and electric vehicles, 5G wireless communications, augmented- and virtual reality (AR/VR), and healthcare—depend on innovations created on the 150mm wafer size. While attention is often riveted on the race to the leading-edge n... » read more

Week In Review: Manufacturing, Test


Chipmakers and OEMs South Korean chipmaker MagnaChip reported its results. It has also undertaken a strategic evaluation of the company's foundry business and Fab 4, the larger of the company's two 200mm fabs. “The strategic evaluation is expected to include a range of possible options, including, but not limited to, joint ventures, strategic partnerships as well as M&A possibilities. The co... » read more

Week In Review: Manufacturing, Test


Chipmakers and OEMs Diamond semiconductor IP vendor AKHAN Semiconductor is cooperating with a U.S. federal investigation into alleged theft of its intellectual property by China’s Huawei. When AKHAN agreed to send its proprietary technology to Huawei pursuant to an agreement, AKHAN “believes that Huawei destroyed our product, shipped it to China without authorization, subjected it to tests... » read more

Blog Review: Feb. 6


Mentor's Harry Foster examines the impact of growing design complexity on how long designs spend in verification, the ratio of design to verification engineers on a project, and how they spend their time. Cadence's Paul McLellan checks out some of the emerging memory technologies and notes there's no clear indication which will dominate the market. Synopsys' Meenakshy Ramachandran checks ... » read more

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