Edge-weighted Graph Neural Networks for Post-placement Interconnect Capacitance Estimation of Analog Circuits.

Zhengfeng Wu Ioannis Savidis

Published 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