Convolutional Neural Network Model Compression Method for Software - Hardware Co-Design.
Seo Jin JangWei LiuYong Beom ChoPublished in: Inf. (2022)
Keyphrases
- statistical model
- probabilistic model
- evaluation method
- mathematical model
- cost function
- objective function
- sensitivity analysis
- modeling method
- test data
- parameter estimation
- similarity measure
- prior knowledge
- input data
- prediction model
- closed form
- classification algorithm
- low cost
- theoretical analysis
- em algorithm
- energy function
- significant improvement
- bp neural network
- pairwise
- reconstruction method
- optimization method
- computer systems
- prior information
- linear model
- hybrid model
- autoregressive
- classification method
- model selection
- detection method
- clustering method
- neural network
- personal computer
- machine learning
- hardware and software
- gaussian distribution
- high order
- object detection