Survey of machine learning for software-assisted hardware design verification: Past, present, and prospect

N Wu, Y Li, H Yang, H Chen, S Dai, C Hao… - ACM Transactions on …, 2024 - dl.acm.org
With the ever-increasing hardware design complexity comes the realization that efforts
required for hardware verification increase at an even faster rate. Driven by the push from …

Opportunities of using artificial intelligence in hardware verification

A Dinu, PL Ogrutan - … Symposium for Design and Technology in …, 2019 - ieeexplore.ieee.org
Over the last decade, usage of integrated circuits met an unprecedently spread in most
domains of human activity. Processors are embedded in more and more products …

Reinforcement Learning Made Affordable for Hardware Verification Engineers

A Dinu, PL Ogrutan - Micromachines, 2022 - mdpi.com
Constrained random stimulus generation is no longer sufficient to fully simulate the
functionality of a digital design. The increasing complexity of today's hardware devices must …

Artificial Intelligence Application in the Field of Functional Verification

D Dranga, C Dumitrescu - Electronics, 2024 - mdpi.com
The rising interest in Artificial Intelligence and the increasing time invested in functional
verification processes are driving the demand for AI solutions in this field. Functional …

Controlling hardware design behavior using Python based machine learning algorithms

G Ștefan, D Alexandru - 2021 16th International Conference on …, 2021 - ieeexplore.ieee.org
Hardware design and software programming. Two powerful worlds, where functionality is
described by coding complex functions which will operate either in silicon or in a processor …

[图书][B] Machine Learning Empowered Agile Hardware Design and Design Automation

N Wu - 2023 - search.proquest.com
With the ever-increasing applications comes the realization that efforts and complexity for
developing hardware to keep pace with such compute demands are growing at an even …

[PDF][PDF] Reinforcement Learning Made Affordable for Hardware Verification Engineers. Micromachines 2022, 13, 1887

A Dinu, PL Ogrutan - 2022 - academia.edu
Constrained random stimulus generation is no longer sufficient to fully simulate the
functionality of a digital design. The increasing complexity of today's hardware devices must …