When And Where To Implement AI/ML In Fabs


Deciphering complex interactions between variables is where machine learning and deep learning shine, but figuring out exactly how ML-based systems will be most useful is the job of engineers. The challenge is in pairing their domain expertise with available ML tools to maximize the value of both. This depends on sufficient quantities of good data, highly optimized algorithms, and proper tra... » read more

Power Semis Usher In The Silicon Carbide Era


Silicon carbide production is ramping quickly, driven by end market demand in automotive and price parity with silicon. Many thousands of power semiconductor modules already are in use in electric vehicles for on-board charging, traction inversion, and DC-to-DC conversion. Today, most of those are fabricated using silicon-based IGBTs. A shift to silicon carbide-based MOSFETs doubles the powe... » read more

Securing Chip Manufacturing Against Growing Cyber Threats


Semiconductor manufacturers are wrestling with how to secure a highly specialized and diverse global supply chain, particularly as the value of their IP and their dependence upon software increases — along with the sophistication and resources of the attackers. Where methodologies and standards do exist for security, they often are confusing, cumbersome, and incomplete. There are plenty of... » read more

Week In Review: Semiconductor Manufacturing, Test


China’s restrictions on the export gallium and germanium took effect this week. Any Chinese company exporting gallium or germanium that could be used in military and civil applications (dual-use) must obtain a license from China’s Ministry of Commerce. China produces 60% of the worldwide supply of germanium and 80% of the world’s gallium, both of which have to be processed from other mate... » read more

Week In Review: Manufacturing, Test


The Chinese government is considering easing proposed rules that require foreign office equipment makers operating in the country to transfer key product technology to China, per Nikkei Asia. In April 2022, Chinese authorities began revamping their national standards to include a new requirement that key components, such as semiconductors and laser-related items, be designed, developed, and pro... » read more

High-NA Lithography Starting To Take Shape


The future of semiconductor technology is often viewed through the lenses of photolithography equipment, which continues to offer better resolution for future process nodes despite an almost perpetual barrage of highly challenging technological issues. For years, lithography was viewed as the primary manufacturing-related gating factor to continued device scaling, beset by multiple delays th... » read more

Week In Review: Design, Low Power


Cadence will acquire Rambus' SerDes and memory interface PHY IP business. Rambus will retain its digital IP business, including memory and interface controllers and security IP. “With this transaction, we will increase our focus on market-leading digital IP and chips and expand our roadmap of novel memory solutions to support the continued evolution of the data center and AI,” said Sean Fan... » read more

Week In Review: Auto, Security, Pervasive Computing


Google was hit with a class action suit in U.S. District Court in San Francisco, alleging data scraping from millions of users without consent and violation of copyright laws to train and develop its AI products. Last month, the same law firm filed a suit against OpenAI for ChatGPT. Despite calling for a pause on development of advanced AI in March, Elon Musk launched xAI, a new company focu... » read more

Chip Industry Needs More Trust, Not Zero Trust


CISOs from Intel, TSMC, ASML, Applied Materials, and Lam Research unanimously called for the semiconductor industry to pull together to share information and develop cybersecurity protocols as a community at the Securing the Future for Semiconductor Manufacturing forum at SEMICON West. Chief information security officers (CISO) detailed their company’s method for dealing with cybersecurity... » read more

DAC/Semicon West Addresses Top Issues, Trends For Chips


The Design Automation Conference (DAC) 2023 and Semicon West returned in full force this week, drawing in more attendees and sponsor companies than since before the pandemic. At times, booth traffic was four to five deep, blocking aisles, and standing room only was common at presentations. Hot topics included generative AI and the underlying semiconductor technology, data security, reliabili... » read more

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