Edge-weighted Graph Neural Networks for Post-placement Interconnect Capacitance Estimation of Analog Circuits.
Zhengfeng WuIoannis SavidisPublished in: ISCAS (2024)
Keyphrases
- weighted graph
- analog circuits
- neural network
- fault diagnosis
- high speed
- power dissipation
- shortest path
- graph partitioning
- pattern recognition
- graph structure
- fuzzy logic
- edge weights
- minimum weight
- power consumption
- graph model
- genetic algorithm
- digital circuits
- adjacency matrix
- low power
- data model
- decision making
- spanning tree
- knowledge base
- maximum weight
- real time
- random walk
- signal processing
- low cost
- high dimensional
- multiscale