Where All The Semiconductor Investments Are Going


Companies and countries are funneling huge sums of money into semiconductor manufacturing, materials, and research — at least a half-trillion dollars over the next decade, and maybe much more — to guarantee a steady supply of chips and know-how to support growth across a wide swath of increasingly data-centric industries. The build-out of a duplicate supply chain that can guarantee capac... » read more

Wall Street View Of EDA Industry


Jay Vleeschhouwer, managing director of Griffin Securities, has followed the electronic design automation (EDA) industry as a leading financial analyst for 25 years and is a popular speaker at the annual Design Automation Conference (DAC). I spoke with Vleeschhouwer after attending his presentation "The State of EDA: A View from Wall Street" at this year’s DAC. Bob Smith: According t... » read more

Multiexpert Adversarial Regularization For Robust And Data-Efficient Deep Supervised Learning


Deep neural networks (DNNs) can achieve high accuracy when there is abundant training data that has the same distribution as the test data. In practical applications, data deficiency is often a concern. For classification tasks, the lack of enough labeled images in the training set often results in overfitting. Another issue is the mismatch between the training and the test domains, which resul... » read more

Heterogeneous Assembly


Medical and biotech devices often include optical, chemical, RF, and liquid elements. Some are combined with electronic devices to increase functionality or interaction with the environment. To produce these devices, multiple technologies are combined in a cost-effective way, ideally using a rapid process development cycle to minimize time to market. Combining technologies, as well as combining... » read more

Metrology Of Thin Resist For High NA EUVL


One of the many constrains of high numerical aperture extreme ultraviolet lithography (High NA EUVL) is related to resist thickness. In fact, one of the consequences of moving from current 0.33NA to 0.55NA (high NA) is the depth of focus (DOF) reduction. In addition, as the resist feature lines shrink down to 8nm half pitch, it is essential to limit the aspect ratio to avoid pattern collapse. T... » read more

Week In Review: Semiconductor Manufacturing, Test


U.S. President Joe Biden appears ready to increase pressure on Japan and the Netherlands to help block the flow of advanced chip technology to China, where it can be used to develop cutting-edge weapons. "You will see Japan and Netherlands follow our lead," U.S. Commerce Secretary Gina Raimondo told CNBC. Japan plans to budget ¥350 billion ($2.38 billion) in a research collaboration with th... » read more

Week In Review: Semiconductor Manufacturing, Test


Nikkei Asia reports the U.S. is urging allies, including Japan, to restrict exports of advanced semiconductors and related technology to China. The U.S. holds 12% of the global semiconductor market, Japan has a 15% share, while Taiwan and South Korea each have about a 20% share. Some U.S. companies have called for other countries to adopt U.S.-style export curbs, arguing it is unfair for only A... » read more

Week In Review: Semiconductor Manufacturing, Test


This week saw more fallout from U.S. export controls: SK hynix may consider selling its memory chip production facilities in China if recently imposed controls make it too difficult to continue operations there, according to Nikkei Asia. "As a contingency plan, we are considering selling the fab, selling the equipment or transferring the equipment to South Korea," said Kevin Noh, SK hynix ... » read more

Which Foundry Is In The Lead? It Depends.


The multi-billion-dollar race for foundry leadership is becoming more convoluted and complex, making it difficult to determine which company is in the lead at any time because there are so many factors that need to be weighed. This largely is a reflection of changes in the customer base at the leading edge and the push toward domain-specific designs. In the past, companies like Apple, Google... » read more

Week In Review: Semiconductor Manufacturing, Test


Fallout from the new U.S. export controls continues. Under new regulations, companies looking to supply Chinese chipmakers with advanced manufacturing equipment (<14nm) must first obtain a license from the U.S. Department of Commerce. In addition, U.S. persons (citizens and permanent residents) are barred from supporting China’s advanced chip development or production without a license. ... » read more

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