Leveraging Machine Learning for Gate-level Timing Estimation Using Current Source Models and Effective Capacitance.
Dimitrios GaryfallouAnastasis VagenasCharalampos AntoniadisYehia MassoudGeorge I. StamoulisPublished in: ACM Great Lakes Symposium on VLSI (2022)
Keyphrases
- machine learning
- model selection
- machine learning algorithms
- data mining
- machine learning models
- machine learning methods
- knowledge discovery
- probabilistic model
- decision trees
- machine learning approaches
- information extraction
- estimation algorithm
- learning models
- knowledge acquisition
- parameter estimation
- complex systems
- data sets
- explanation based learning
- low power
- density estimation
- artificial intelligence
- steady state
- high frequency
- prior knowledge
- high quality
- high speed
- computational intelligence
- computer science
- knowledge representation
- data analysis