Differentiable Neural Network Surrogate Models for gm/ID-based Analog IC Sizing Optimization.
Yannick UhlmannTill MoldenhauerJürgen ScheiblePublished in: MLCAD (2023)
Keyphrases
- neural network
- artificial neural networks
- optimization process
- image reconstruction from projections
- optimization algorithm
- analog circuits
- optimization problems
- signal processing
- loss function
- global optimization
- power losses
- constrained optimization
- public key
- analog vlsi
- partially blind signature scheme
- feed forward
- integrated circuit
- network architecture
- recurrent neural networks
- neural network model
- optimization method
- fuzzy logic
- support vector
- objective function