ParaGraph: Layout Parasitics and Device Parameter Prediction using Graph Neural Networks.
Haoxing RenGeorge F. KokaiWalker J. TurnerTing-Sheng KuPublished in: DAC (2020)
Keyphrases
- neural network
- prediction model
- artificial neural networks to predict
- graph layout
- prediction accuracy
- artificial neural networks
- graph theory
- structured data
- graph representation
- directed graph
- neural network ensemble
- random walk
- multi layer perceptron
- pattern recognition
- radial basis function network
- fuzzy logic
- neural nets
- prediction algorithm
- bipartite graph
- back propagation
- graph structure
- feed forward
- neural networks and support vector machines
- social networks
- chaotic time series
- transfer function
- graph databases
- graph model
- graph mining
- fuzzy systems
- multi layer
- prediction error
- weighted graph
- control system
- recurrent neural networks
- neural network model
- connected components
- self organizing maps