tag: LLMs

HW Security: Multi-Agent AI Assistant Leveraging LLMs To Automate Key Stages of SoC Security Verification (U. of Florida)
By Technical Paper Link - 25 Jun, 2025 - Comments: 0

A new technical paper titled "SV-LLM: An Agentic Approach for SoC Security Verification using Large Language Models" was published by researchers at University of Florida. Abstract "Ensuring the security of complex system-on-chips (SoCs) designs is a critical imperative, yet traditional verification techniques struggle to keep pace due to significant challenges in automation, scalability, c... » read more

LLMs On The Edge
By Ed Sperling - 16 Jun, 2025 - Comments: 0

Nearly all the data input for AI so far has been text, but that's about to change. In the future, that input likely will include video, voice, as well as other types of data, causing a massive increase in the amount of data that needs to be modeled and the compute resources necessary to make it all work. This is hard enough in hyperscale data centers, which are sprouting up everywhere to handle... » read more

Fully Automated Hardware And Software Design Of Processor Chips (Chinese Academy Of Sciences)
By Technical Paper Link - 12 Jun, 2025 - Comments: 0

A new technical paper titled "QiMeng: Fully Automated Hardware and Software Design for Processor Chip" was published by researchers at Chinese Academy of Sciences. Abstract "Processor chip design technology serves as a key frontier driving breakthroughs in computer science and related fields. With the rapid advancement of information technology, conventional design paradigms face three majo... » read more

Agentic AI In Chip Design
By Ann Mutschler - 11 Jun, 2025 - Comments: 1

Large language models (LLMs) like ChatGPT are just the starting point for generating content with AI. The next phase will be about harnessing LLMs with agents, providing automated feedback and improvements in performance and accuracy. Mehir Arora, backend engineer at ChipAgents, talks about the impact this can have on EDA and chip design, allowing smaller teams to compete with larger teams, and... » read more

Evaluation of LLMs on HDL-Based Communication Protocol Generation (U. of Illinois Urbana, CISPA)
By Technical Paper Link - 10 Jun, 2025 - Comments: 0

A new technical paper titled "ProtocolLLM: RTL Benchmark for SystemVerilog Generation of Communication Protocols" was published by researchers at University of Illinois Urbana Champaign and CISPA Helmholtz Center for Information Security. Abstract "Recent advances in Large Language Models (LLMs) have shown promising capabilities in generating code for general-purpose programming languages. ... » read more

Roadmap for AI HW Development, With The Role of Photonic Chips In Supporting Future LLMs (CUHK, NUS, UIUC, Berkeley)
By Technical Paper Link - 01 Jun, 2025 - Comments: 0

A new technical paper titled "What Is Next for LLMs? Next-Generation AI Computing Hardware Using Photonic Chips" was published by researchers at The Chinese University of Hong Kong, National University of Singapore, University of Illinois Urbana-Champaign and UC Berkeley. Abstract "Large language models (LLMs) are rapidly pushing the limits of contemporary computing hardware. For example, t... » read more

Cache Side-Channel Attacks On LLMs (MITRE, WPI)
By Technical Paper Link - 18 May, 2025 - Comments: 0

A new technical paper titled "Spill The Beans: Exploiting CPU Cache Side-Channels to Leak Tokens from Large Language Models" was published by researchers at MITRE and Worcester Polytechnic Institute. Abstract "Side-channel attacks on shared hardware resources increasingly threaten confidentiality, especially with the rise of Large Language Models (LLMs). In this work, we introduce Spill The... » read more

Customizing A LLM Model For VHDL Design of High-Performance MPUs (IBM)
By Technical Paper Link - 18 May, 2025 - Comments: 0

A new technical paper titled "Customizing a Large Language Model for VHDL Design of High-Performance Microprocessors" was published by researchers at IBM. Abstract "The use of Large Language Models (LLMs) in hardware design has taken off in recent years, principally through its incorporation in tools that increase chip designer productivity. There has been considerable discussion about the ... » read more

Inference Framework For Deployment Challenges of Large Generative Models On GPUs (Google)
By Technical Paper Link - 03 May, 2025 - Comments: 0

A new technical paper titled "Scaling On-Device GPU Inference for Large Generative Models" was published by researchers at Google and Meta Platforms. Abstract "Driven by the advancements in generative AI, large machine learning models have revolutionized domains such as image processing, audio synthesis, and speech recognition. While server-based deployments remain the locus of peak perform... » read more

GenAI for Analog IC Design (McMaster University)
By Technical Paper Link - 08 Apr, 2025 - Comments: 0

A new technical paper titled "Generative AI for Analog Integrated Circuit Design: Methodologies and Applications" was published by researchers at McMaster University. Abstract "Electronic Design Automation (EDA) in analog Integrated Circuits (ICs) has been the focus of extensive research; however, unlike its digital counterpart, it has not achieved widespread adoption. In this systematic re... » read more

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