Accurate Operation Delay Prediction for FPGA HLS Using Graph Neural Networks.
Ecenur UstunChenhui DengDebjit PalZhijing LiZhiru ZhangPublished in: ICCAD (2020)
Keyphrases
- neural network
- prediction model
- prediction accuracy
- global exponential stability
- artificial neural networks to predict
- high speed
- pattern recognition
- random walk
- graph representation
- graph theory
- neural network model
- directed graph
- structured data
- protein function prediction
- high quality
- low cost
- graph mining
- fault diagnosis
- multilayer perceptron
- feed forward
- fuzzy logic
- weighted graph
- back propagation
- graph databases
- activation function
- radial basis function network
- prediction algorithm
- graph matching
- real time