Computation-Performance Optimization of Convolutional Neural Networks with Redundant Kernel Removal.
Chih-Ting LiuYi-Heng WuYu-Sheng LinShao-Yi ChienPublished in: ISCAS (2018)
Keyphrases
- convolutional neural networks
- kernel function
- convolutional network
- efficient computation
- global optimization
- kernel methods
- optimization algorithm
- optimization method
- machine learning
- optimization process
- kernel machines
- discrete optimization
- optimization problems
- constrained optimization
- combinatorial optimization
- semidefinite
- particle swarm optimization