tag: AI

Unleashing The Power Of Generative AI In Chip, System, And Product Design
By Cadence - 27 Sep, 2023 - Comments: 0

The field of chip, system, and product design is a complex landscape, fraught with challenges that designers grapple with daily. The traditional design process, while robust, often falls short in addressing the increasing demands for efficiency, customization, and innovation. This white paper delves into these challenges, exploring the transformative potential of generative artificial int... » read more

When And Where To Implement AI/ML In Fabs
By Anne Meixner - 21 Sep, 2023 - Comments: 0

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

Quantum Plus AI Widens Cyberattack Threat Concerns
By John Koon - 18 Sep, 2023 - Comments: 1

Quantum computing promises revolutionary changes to the computing paradigm that the semiconductor industry has operated under for decades, but it also raises the prospect of widespread cybersecurity threats. Quantum computing cyberattacks will occur millions of times faster than any assault conventional computing can muster. And while quantum computing is in an early stage of development, ex... » read more

Patterns And Issues In AI Chip Design
By Ed Sperling - 14 Sep, 2023 - Comments: 2

AI is becoming more than a talking point for chip and system design, taking on increasingly complex tasks that are now competitive requirements in many markets. But the inclusion of AI, along with its machine learning and deep learning subcategories, also has injected widespread confusion and uncertainty into every aspect of electronics. This is partly due to the fact that it touches so many... » read more

Your AI Chip Doesn’t Need An Expensive Insurance Policy
By Steve Roddy - 14 Sep, 2023 - Comments: 0

Imagine you are an architect designing a new SoC for an application that needs substantial machine learning inferencing horsepower. The team in marketing has given you a list of ML workloads and performance specs that you need to hit. The in-house designed NPU accelerator works well for these known workloads – things like MobileNet v2 and Resnet50. The accelerator speeds up 95+% of the comput... » read more

LLM Technology For Chip Design
By Steve Brown - 14 Sep, 2023 - Comments: 0

In the nine short months since OpenAI brought ChatGPT (a Chat Generative Pre-Trained Transformer) and the phenomenal concept of large language models (LLMs) to the global collective consciousness, pioneers from every corner of the economy have raced to understand the benefits—and the pitfalls—of deploying this nascent technology to their particular industry. And as it turns out, semicondu... » read more

AI PCB Design: How Generative AI Takes Us From Constraints To Possibilities
By Michael Jackson - 07 Sep, 2023 - Comments: 0

Generative artificial intelligence (AI) represents the next great step forward in PCB design. This is, of course, what you might expect me to say. 2023 has been a year dominated by the rise of generative AI, with large language models (LLMs) as the unquestionable poster child. It’s easy to see why; LLMs seemingly fulfill the promise of sentience, while in reality, they’re simply very goo... » 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

An Open-Source Solution To Accelerate Autonomous Vehicle Validation And Verification Research
By Technical Paper Link - 28 Aug, 2023 - Comments: 0

A technical paper titled “PolyVerif: An Open-Source Environment for Autonomous Vehicle Validation and Verification Research Acceleration” was published by researchers at Florida Polytechnic University, Embry-Riddle Aeronautical University, Tallinn University of Technology, and Acclivis Technologies. Abstract: "Validation and Verification (V&V) of Artificial Intelligence (AI) based cyb... » read more

Week In Review: Design, Low Power
By Linda Christensen - 25 Aug, 2023 - Comments: 0

Arm filed its registration statement for a highly anticipated IPO. Chip industry heavyweights Apple, Samsung, NVIDIA, and Intel are all expected to invest. Find the SEC filing here. Taiwan’s National Science and Technology Council (NSTC) laid out a 10-year initiative to bolster its IC design market share to 40% worldwide by 2033, with the first year’s budget of US $376 million. The sh... » read more

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