[HTML][HTML] Bridging Community Engagement and Technological Innovation for Creating Smart and Resilient Cities: A Systematic Literature Review
Highlights This study highlights three contextual variables, trust in the crowd, digital divide,
and cultural sensitivity, that are important for effectively executing smart community-based …
and cultural sensitivity, that are important for effectively executing smart community-based …
Survey of machine learning for software-assisted hardware design verification: Past, present, and prospect
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 …
required for hardware verification increase at an even faster rate. Driven by the push from …
[HTML][HTML] Generative AI Assertions in UVM-Based System Verilog Functional Verification
This paper investigates the potential of leveraging artificial intelligence to automate and
optimize the verification process, particularly in generating System Verilog assertions for an …
optimize the verification process, particularly in generating System Verilog assertions for an …
Coverage fulfillment automation in hardware functional verification using genetic algorithms
The functional verification process is one of the most expensive steps in integrated circuit
manufacturing. Functional coverage is the most important metric in the entire verification …
manufacturing. Functional coverage is the most important metric in the entire verification …
[BOOK][B] Machine Learning Techniques for Cybersecurity
The protection of information and information infrastructures from unauthorized access, use,
disclosure, disruption, modification, or destruction is today more critical than ever as they …
disclosure, disruption, modification, or destruction is today more critical than ever as they …
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 …
verification processes are driving the demand for AI solutions in this field. Functional …
[PDF][PDF] A Survey of Machine Learning Applications in Functional Verification
D Yu, H Foster, T Fitzpatrick - DVCon US, 2023 - dvcon-proceedings.org
Functional verification (FV) is computationally and data-intensive by nature, making it a
natural target of machine learning (ML) applications. This paper provides a comprehensive …
natural target of machine learning (ML) applications. This paper provides a comprehensive …
Efficient Stimuli Generation using Reinforcement Learning in Design Verification
The increasing design complexity of System-on-Chips (SoCs) has led to significant
verification challenges, particularly in meeting coverage targets within a timely manner. At …
verification challenges, particularly in meeting coverage targets within a timely manner. At …
Seed Selector: A Tree Evaluation Mechanism to Speed Up Functional Coverage Collection in Hardware Verification Environments
AF Porras, ER Alvarado - Future of Information and Communication …, 2024 - Springer
Functional verification is the process of demonstrating that a system meets its functional
requirements before it is manufactured. Functional coverage is a measure of which …
requirements before it is manufactured. Functional coverage is a measure of which …
FIFO Topology Aware Stalling for Accelerating Coverage Convergence of Stalling Regressions
Artificial Stalling of Virtual Channels (VCs) is used in verification to increase delays between
requests, responses, and other events to create test congestion scenarios which are rarely …
requests, responses, and other events to create test congestion scenarios which are rarely …