GNN4REL: Graph Neural Networks for Predicting Circuit Reliability Degradation.
Lilas AlrahisJohann KnechtelFlorian KlemmeHussam AmrouchOzgur SinanogluPublished in: IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. (2022)
Keyphrases
- neural network
- random walk
- pattern recognition
- high speed
- series parallel
- genetic algorithm
- directed acyclic graph
- graph theory
- artificial neural networks
- directed graph
- structured data
- neural nets
- weighted graph
- circuit design
- graph mining
- graph representation
- multi layer perceptron
- fault diagnosis
- graph matching
- fuzzy logic
- reliability analysis
- graph based algorithm
- analog circuits
- spanning tree
- graph model
- knn
- multi layer
- graph structure
- multilayer perceptron
- radial basis function