Smart Manufacturing, Smart Data-AI, And Future Of Computing

By Melissa Grupen-Shemansky - 19 Sep, 2024 - Comments: 0

By Melissa Grupen-Shemansky, Pushkar Apte, and Mark da Silva Use of machine learning and artificial intelligence (ML/AI) is on an exponential rise across fields1 including all aspects of the semiconductor industry. In the last decade, the use of ML/AI exploded in the areas of speech recognition, facial recognition, smart phone features, search engines and now large language models like Chat... » read more

Metrology And Inspection For The Chiplet Era

By Gregory Haley - 06 Aug, 2024 - Comments: 0

New developments and innovations in metrology and inspection will enable chipmakers to identify and address defects faster and with greater accuracy than ever before, all of which will be required at future process nodes and in densely packed assemblies of chiplets. These advances will affect both front-end and back-end processes, providing increased precision and efficiency, combined with a... » read more

Cyber Threats To The SECS/GEM Protocol In Smart Manufacturing

By YenTing Lee - 02 Jul, 2024 - Comments: 0

Semiconductors are an indispensable part of modern electronic products and are also a fundamental basis for the development of the AI industry. This industry is crucial for global economic growth and national security. As the semiconductor industry transitions to Industry 4.0, the connection between production equipment and factory networks has expanded the attack surface, providing adversaries... » read more

AI Takes Aim At Chip Industry Workforce Training

By Liz Allan - 04 Apr, 2024 - Comments: 0

When all the planned fabs become operational, the semiconductor industry is likely to face a worker shortage of 100,000 each in the U.S. and Europe, and more than 200,000 in Asia-Pacific, according to a McKinsey report. Since the dawn of technology, people have worried that robots, automation, and AI will steal their jobs, but these tools also can be put to use to help fill the chip industry ta... » read more

Smart Manufacturing Advances The Next Generation Of Semiconductor Chips

By Vivek Jain - 19 Dec, 2023 - Comments: 0

Semiconductor devices are ubiquitous in our everyday lives and foundational to today’s communication, education, manufacturing, health, and transportation industries. From the moment our phone’s alarm clock wakes us up to unwinding by streaming our favorite shows, it’s difficult to imagine modern life without the devices that semiconductors enable. To keep pace with performance and ... » read more

Requirements For The Efficient Implementation Of AI Solutions On Edge Devices

By André Schneider - 14 Dec, 2023 - Comments: 0

By André Schneider, Olaf Enge-Rosenblatt, and Björn Zeugmann In recent years, there has been a growing tendency to implement data-driven approaches for the continuous monitoring of industrial plants as part of digitalization and Industry 4.0 initiatives. The hope is to detect critical conditions at an early stage, minimize maintenance and downtimes, and continuously achieve high product qu... » read more

Need To Share Data Widens In IC Manufacturing

By Ed Sperling - 31 Aug, 2023 - Comments: 0

Experts at the Table: Semiconductor Engineering sat down to discuss issues in smart manufacturing of chips, including data management and grounding, chiplets, and standards, with Mujtaba Hamid, general manager for product management for secure cloud environments at Microsoft; Vijaykishan Narayanan, vice president and general manager of India engineering and operations at proteanTecs; KT Moore,... » read more

Using Data More Effectively In Chip Manufacturing

By Ed Sperling - 23 Aug, 2023 - Comments: 0

Experts at the Table: Semiconductor Engineering sat down to discuss smart manufacturing and how tools and AI can enable it for semiconductors, with Mujtaba Hamid, general manager for product management for secure cloud environments at Microsoft; Vijaykishan Narayanan, vice president and general manager of India engineering and operations at proteanTecs; KT Moore, vice president of corporate ma... » read more

Industry 4.0 Paradigms For Chip Workforce Development And Domestic Production: Using Automation And AR/VR

By Technical Paper Link - 07 Aug, 2023 - Comments: 0

A technical paper titled “From Talent Shortage to Workforce Excellence in the CHIPS Act Era: Harnessing Industry 4.0 Paradigms for a Sustainable Future in Domestic Chip Production” was published by researchers at University of Florida Gainesville, ZEISS Microscopy, and US Partnership for Assured Electronics (USPAE). Abstract: "The CHIPS Act is driving the U.S. towards a self-sustainable f... » read more

Goals of Going Green

By Anne Meixner - 25 Jul, 2023 - Comments: 0

The chip industry is stepping up efforts to be seen as environmentally friendly, driven by growing pressure from customers and government regulations. Some manufacturers have been addressing sustainability challenges for more than a decade, but they are becoming more aggressive in their efforts, while others are joining them. A review of sustainability reports across the semiconductor indust... » read more

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Knowledge Centers
Entities, people and technologies explored

Shift Left Is The Tip Of The Iceberg

A transformative change is underway for semiconductor design and EDA. New languages, models, and abstractions will need to be created.

by Brian Bailey

Partitioning In The Chiplet Era

Understanding how chiplets interact under different workloads is critical to ensuring signal integrity and optimal performance in heterogeneous designs.

by Ann Mutschler

NAND Flash Targets 1,000 Layers

New techniques go beyond improved deposition and etching, but challenges stack up, too.

by Bryon Moyer

3.5D: The Great Compromise

Pros and cons of a middle-ground chiplet assembly that combines 2.5D and 3D-IC.

by Ed Sperling

AI’s Role In Chip Design Widens, Drawing In New Startups

Focus is on letting engineers do much more with the same or fewer resources — and less drudgery.

by Karen Heyman

What Comes After HBM For Chiplets

The standard for high-bandwidth memory limits design freedom at many levels, but that is required for interoperability. What freedoms can be taken from other functions to make chiplets possible?

by Brian Bailey

Memory Fundamentals For Engineers

eBook: Nearly everything you need to know about memory, including detailed explanations of the different types of memory; how and where these are used today; what's changing, which memories are successful and which ones might be in the future; and the limitations of each memory type.

by The SE Staff

New AI Processors Architectures Balance Speed With Efficiency

Hot Chips 24: Large language models ratchet up pressure for sustainable computing and heterogeneous integration; data management becomes key differentiator.

by Ed Sperling

tag: Industry 4.0