A timing engine inspired graph neural network model for pre-routing slack prediction.
Zizheng GuoMingjie LiuJiaqi GuShuhan ZhangDavid Z. PanYibo LinPublished in: DAC (2022)
Keyphrases
- neural network model
- neural network
- artificial neural networks
- multi layer perceptron
- prediction accuracy
- graph representation
- forecasting accuracy
- bp neural network
- multilayer perceptron
- prediction model
- neural models
- directed graph
- back propagation neural network
- rbf neural network
- input variables
- weighted graph
- routing problem
- learning algorithm
- dynamic characteristics
- hopfield network
- network architecture
- routing protocol
- random walk
- network topology
- using artificial neural networks
- routing algorithm
- database systems
- clustering algorithm