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Recent advances in large language models (LLMs) have demonstrated significant potential in hardware design automation, particularly in using natural language to synthesize Register-Transfer Level (RTL) code. Despite this progress, a gap…

机器学习 · 计算机科学 2026-02-26 Jiahe Shi , Zhengqi Gao , Ching-Yun Ko , Duane Boning

This project focuses on making a RISC-V CPU Core using the Logisim software. RISC-V is significant because it will allow smaller device manufacturers to build hardware without paying royalties and allow developers and researchers to design…

硬件体系结构 · 计算机科学 2023-12-05 Siddesh D. Patil , Premraj V. Jadhav , Siddharth Sankhe

Real-time systems, particularly those used in domains like automated driving, are increasingly adopting neural networks. From this trend arises the need for high-performance hardware exhibiting predictable timing behavior. While…

硬件体系结构 · 计算机科学 2026-02-26 Maximilian Kirschner , Konstantin Dudzik , Ben Krusekamp , Jürgen Becker

In this paper we present the development of Acceleratable UVCs from standard UVCs in SystemVerilog and their usage in UVM based Verification Environment of Image Signal Processing designs to increase run time performance. This paper covers…

其他计算机科学 · 计算机科学 2014-01-16 Abhishek Jain , Piyush Kumar Gupta , Dr. Hima Gupta , Sachish Dhar

While distributed device-edge speculative decoding enhances resource utilization across heterogeneous nodes, its performance is often bottlenecked by conventional token-level verification strategies. Such rigid alignment leads to excessive…

信息论 · 计算机科学 2026-04-21 Zixuan Liu , Zhiyong Chen , Nan Xue , Shengkang Chen , Jiangchao Yao , Meixia Tao , Wenjun Zhang

Large language models (LLMs) have shown promising capabilities in hardware description language (HDL) generation. However, existing approaches often rely on free-form natural language descriptions that are often ambiguous, redundant, and…

机器学习 · 计算机科学 2026-03-04 Lei Huang , Rui Zhang , Jiaming Guo , Yang Zhang , Di Huang , Shuyao Cheng , Pengwei Jin , Chongxiao Li , Zidong Du , Xing Hu , Yunji Chen , Qi Guo

The increased technological complexity and demand for software reliability require organizations to formally design and verify their safety-critical programs to minimize systematic failures. Formal methods are recommended by functional…

软件工程 · 计算机科学 2025-02-27 Ignacio D. Lopez-Miguel , Borja Fernández Adiego , Matias Salinas , Christine Betz

Automated Verilog code synthesis poses significant challenges and typically demands expert oversight. Traditional high-level synthesis (HLS) methods often fail to scale for real-world designs. While large language models (LLMs) have…

硬件体系结构 · 计算机科学 2025-06-03 Prithwish Basu Roy , Akashdeep Saha , Manaar Alam , Johann Knechtel , Michail Maniatakos , Ozgur Sinanoglu , Ramesh Karri

RISC-V provides a flexible and scalable platform for applications ranging from embedded devices to high-performance computing clusters. Particularly, its RISC-V Vector Extension (RVV) becomes of interest for the acceleration of AI…

机器学习 · 计算机科学 2025-08-20 Federico Nicolas Peccia , Frederik Haxel , Oliver Bringmann

RISC-V ISA-based processors have recently emerged as both powerful and energy-efficient computing platforms. The release of the MILK-V Pioneer marked a significant milestone as the first desktop-grade RISC-V system. With increasing…

VeriFast is a leading tool for the modular formal verification of correctness properties of single-threaded and multi-threaded C and Rust programs. It verifies a program by symbolically executing each function in isolation, exploiting…

编程语言 · 计算机科学 2026-01-21 Bart Jacobs

While most approaches in formal methods address system correctness, ensuring robustness has remained a challenge. In this paper we present and study the logic rLTL which provides a means to formally reason about both correctness and…

计算机科学中的逻辑 · 计算机科学 2022-01-20 Tzanis Anevlavis , Matthew Philippe , Daniel Neider , Paulo Tabuada

Large Language Models (LLMs) have recently achieved strong performance in software code generation. However, applying them to hardware description languages (HDLs), such as Verilog, remains challenging because high-quality training data are…

硬件体系结构 · 计算机科学 2026-04-21 Yan Tan , Tong Liu , Xiangchen Meng , Yangdi Lyu

Certifying neural network robustness against adversarial examples is challenging, as formal guarantees often require solving non-convex problems. Hence, incomplete verifiers are widely used because they scale efficiently and substantially…

机器学习 · 计算机科学 2026-02-05 Mohammadreza Maleki , Rushendra Sidibomma , Arman Adibi , Reza Samavi

We demonstrate how dynamic verification (e.g. simulation) can be replaced by deductive formal verification and how to benefit from the advantages of symbolic verification and the reuse of verification proofs. To do this, we swap the…

硬件体系结构 · 计算机科学 2025-01-10 Tobias Strauch

The MiG-V was designed for high-security applications and is the first commercially available logic-locked RISC-V processor on the market. In this context logic locking was used to protect the RISC-V processor design during the untrusted…

密码学与安全 · 计算机科学 2024-08-12 Lennart M. Reimann , Yadu Madhukumar Variyar , Lennet Huelser , Chiara Ghinami , Dominik Germek , Rainer Leupers

The Trusted Platform Module (TPM) is a cryptoprocessor designed to protect integrity and security of modern computers. Communications with the TPM go through the TPM Software Stack (TSS), a popular implementation of which is the open-source…

软件工程 · 计算机科学 2023-10-30 Yani Ziani , Nikolai Kosmatov , Frédéric Loulergue , Daniel Gracia Pérez , Téo Bernier

Large Language Models (LLMs) have demonstrated promising capabilities in generating Verilog code from module specifications. To improve the quality of such generated Verilog codes, previous methods require either time-consuming manual…

硬件体系结构 · 计算机科学 2025-02-04 Zhuorui Zhao , Ruidi Qiu , Ing-Chao Lin , Grace Li Zhang , Bing Li , Ulf Schlichtmann

The proliferation of decentralized financial (DeFi) systems and smart contracts has underscored the critical need for software correctness. Bugs in such systems can lead to catastrophic financial losses. Formal verification offers a path to…

计算机科学中的逻辑 · 计算机科学 2025-10-30 Evgeny Ukhanov

As a general trend in industrial robotics, an increasing number of safety functions are being developed or re-engineered to be handled in software rather than by physical hardware such as safety relays or interlock circuits. This trend…

机器人学 · 计算机科学 2022-01-28 Yvonne Murray , Martin Sirevåg , Pedro Ribeiro , David A. Anisi , Morten Mossige