Exploring energy and accuracy tradeoff in structure simplification of trained deep neural networks.
Boyu ZhangAzadeh DavoodiYu Hen HuPublished in: ASP-DAC (2018)
Keyphrases
- neural network
- pattern recognition
- high accuracy
- computational complexity
- multilayer perceptron
- error rate
- computational cost
- prediction accuracy
- training process
- artificial neural networks
- data sets
- network structure
- structural information
- neural network model
- machine learning
- classification accuracy
- trade off
- energy function
- hierarchical structure
- energy minimization
- training set
- highly accurate
- multi layer
- auto associative
- trained neural networks