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Review of Machine Learning for Micro-Electronic Design Verification

Review of Machine Learning for Micro-Electronic Design Verification

Christopher Bennett
Kerstin Eder
ArXiv (abs)PDFHTML

Papers citing "Review of Machine Learning for Micro-Electronic Design Verification"

8 / 8 papers shown
Title
Detecting Stimuli with Novel Temporal Patterns to Accelerate Functional Coverage Closure
Detecting Stimuli with Novel Temporal Patterns to Accelerate Functional Coverage Closure
Xuan Zheng
T. Blackmore
James Buckingham
Kerstin Eder
23
1
0
19 Jun 2024
VeriBug: An Attention-based Framework for Bug-Localization in Hardware Designs
VeriBug: An Attention-based Framework for Bug-Localization in Hardware Designs
Giuseppe Stracquadanio
Sourav Medya
Stefano Quer
Debjit Pal
22
2
0
17 Jan 2024
Using Neural Networks for Novelty-based Test Selection to Accelerate Functional Coverage Closure
Using Neural Networks for Novelty-based Test Selection to Accelerate Functional Coverage Closure
Xuankui Zheng
Kerstin Eder
T. Blackmore
25
4
0
01 Jul 2022
Hybrid Intelligent Testing in Simulation-Based Verification
Hybrid Intelligent Testing in Simulation-Based Verification
Nyasha Masamba
Kerstin Eder
T. Blackmore
59
3
0
19 May 2022
VeRLPy: Python Library for Verification of Digital Designs with Reinforcement Learning
VeRLPy: Python Library for Verification of Digital Designs with Reinforcement Learning
Aebel Joe Shibu
S. Sadhana
N. Shilpa
Pratyush Kumar
AAML
34
6
0
09 Aug 2021
Machine Learning for Electronic Design Automation: A Survey
Machine Learning for Electronic Design Automation: A Survey
Guyue Huang
Jingbo Hu
Yifan He
Jialong Liu
Mingyuan Ma
...
Yuzhe Ma
Haoyu Yang
Bei Yu
Huazhong Yang
Yu Wang
65
238
0
10 Jan 2021
Design Rule Checking with a CNN Based Feature Extractor
Design Rule Checking with a CNN Based Feature Extractor
Luis Francisco
Tanmay Lagare
Arpit Jain
Somal Chaudhary
Madhura Kulkarni
Divya Sardana
W. R. Davis
P. Franzon
3DV
21
7
0
21 Dec 2020
OpenAI Gym
OpenAI Gym
Greg Brockman
Vicki Cheung
Ludwig Pettersson
Jonas Schneider
John Schulman
Jie Tang
Wojciech Zaremba
OffRLODL
225
27
0
05 Jun 2016

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