Automated Optimization of Deep Neural Networks: Dynamic Bit-Width and Layer-Width Selection via Cluster-Based Parzen Estimation.
Seyedarmin AziziMahdi NazemiArash FayyaziMassoud PedramPublished in: DATE (2024)
Keyphrases
- neural network
- multi layer
- density estimation
- dynamic optimization
- dynamically select
- fuzzy logic
- optimization process
- global optimization
- error estimation
- semi automated
- fine tuning
- dynamic environments
- optimization algorithm
- accurate estimation
- aspect ratio
- genetic algorithm
- optimization problems
- pattern recognition
- single layer
- probabilistic neural network
- constrained optimization
- artificial neural networks
- fully automated
- optimization method