Co-optimizing HW Architecture, Memory Footprint, Device Placement And Per-Chip Operator Scheduling (Georgia Tech, Microsoft)
By Technical Paper Link - 28 Jul, 2024 - Comments: 0

A technical paper titled “Integrated Hardware Architecture and Device Placement Search” was published by researchers at Georgia Institute of Technology and Microsoft Research. Abstract: "Distributed execution of deep learning training involves a dynamic interplay between hardware accelerator architecture and device placement strategy. This is the first work to explore the co-optimization ... » read more

CHERI RISC-V: HW Extension for Conditional Capabilities
By Technical Paper Link - 28 Jul, 2024 - Comments: 0

A technical paper titled “Mon CHÈRI <3 Adapting Capability Hardware Enhanced RISC with Conditional Capabilities” was published by researchers at Ericsson Security Research, Université Libre de Bruxelles, and KU Leuven. Abstract: "Up to 10% of memory-safety vulnerabilities in languages like C and C++ stem from uninitialized variables. This work addresses the prevalence and lack of ade... » read more

Using Diffusion Models to Generate Chip Placements (UC Berkeley)
By Technical Paper Link - 27 Jul, 2024 - Comments: 0

A technical paper titled “Chip Placement with Diffusion” was published by researchers at UC Berkeley. Abstract: "Macro placement is a vital step in digital circuit design that defines the physical location of large collections of components, known as macros, on a 2-dimensional chip. The physical layout obtained during placement determines key performance metrics of the chip, such as power... » read more

Formal Verification of Security Properties On RTL Designs
By Technical Paper Link - 27 Jul, 2024 - Comments: 0

A technical paper titled “RTL Verification for Secure Speculation Using Contract Shadow Logic” was published by researchers at Princeton University, MIT CSAIL, and EPFL. Abstract: "Modern out-of-order processors face speculative execution attacks. Despite various proposed software and hardware mitigations to prevent such attacks, new attacks keep arising from unknown vulnerabilities. Thus... » read more

Ultrafast Charge Transfer Cascade In Semiconductor Materials
By Technical Paper Link - 27 Jul, 2024 - Comments: 0

A technical paper titled “Ultrafast Charge Transfer Cascade in a Mixed-Dimensionality Nanoscale Trilayer” was published by researchers at the National Renewable Energy Laboratory. Abstract: "Innovation in optoelectronic semiconductor devices is driven by a fundamental understanding of how to move charges and/or excitons (electron-hole pairs) in specified directions for doing useful work, ... » read more

Battery Electronification: Intracell Actuation And Thermal Management (Penn State, EC Power)
By Technical Paper Link - 27 Jul, 2024 - Comments: 0

A technical paper titled “Battery electronification: intracell actuation and thermal management” was published by researchers at Pennsylvania State University and EC Power. Abstract: "Electrochemical batteries – essential to vehicle electrification and renewable energy storage – have ever-present reaction interfaces that require compromise among power, energy, lifetime, and safety. He... » read more

Chip Industry Week In Review
By The SE Staff - 26 Jul, 2024 - Comments: 0

The U.S. Department of Commerce and Amkor Technology signed a deal to provide up to $400 million in funding, under the CHIPS and Science Act, to build a previously announced end-to-end advanced packaging plant. The combined funding is expected to total about $2 billion. The new facility will add some 2,000 jobs in Peoria, Arizona. The SK hynix Board approved its Yongin Semiconductor Cluster... » read more

Capturing Knowledge Within LLMs
By Brian Bailey - 25 Jul, 2024 - Comments: 0

At DAC this year, there was a lot of talk about AI and the impact it is likely to have. While EDA companies have been using it for optimization and improving iteration loops within the flow, the end users have been concentrating on how to use it to improve the user interface between engineers and tools. The feedback is very positive. Large language models (LLMs) have been trained on a huge a... » read more

Droop And Silent Data Corruption
By Aakash Jani - 25 Jul, 2024 - Comments: 0

By Aakash Jani and Lee Vick Let me set the scene. You are a child psychologist (played by, let’s say, Bruce Willis for illustrative purposes), and you are sitting next to a frightened kid. He turns to you and whispers, “I see dead bits.” Okay, I grant you that’s not exactly the quote, but data center operators are seeing transient errors at an alarming rate, and at scale. These error... » read more

Will AI Disrupt EDA?
By Brian Bailey - 25 Jul, 2024 - Comments: 1

Generative AI has disrupted search, it is transforming the computing landscape, and now it's threatening to disrupt EDA. But despite the buzz and the broad pronouncements of radical changes ahead, it remains unclear where it will have impact and how deep any changes will be. EDA has two primary roles — automation and optimization. Many of the optimization problems are NP hard, which means ... » read more

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