DNN-Opt: An RL Inspired Optimization for Analog Circuit Sizing using Deep Neural Networks.
Ahmet F. BudakPrateek BhansaliBo LiuNan SunDavid Z. PanChandramouli V. KashyapPublished in: DAC (2021)
Keyphrases
- neural network
- analog circuits
- fault diagnosis
- reinforcement learning
- training process
- artificial neural networks
- power losses
- combinatorial optimization
- optimization algorithm
- multi agent
- back propagation
- markov decision processes
- object oriented
- function approximation
- pattern recognition
- learning classifier systems
- digital circuits
- image processing