SMOF: Squeezing More Out of Filters Yields Hardware-Friendly CNN Pruning.
Yanli LiuBochen GuanWeiyi LiQinwen XuShuxue QuanPublished in: CICAI (1) (2022)
Keyphrases
- low cost
- cellular neural networks
- real time
- hardware and software
- pruning algorithm
- pruning algorithms
- pruning method
- hardware architecture
- computer systems
- computing systems
- order statistics
- search space
- edge enhancement
- high end
- digital filters
- low pass filter
- hardware implementation
- pruning methods
- massively parallel
- embedded systems
- gabor filters
- data acquisition
- edge detection
- decision trees
- neural network
- steerable filters
- convolutional neural network
- filter design
- circuit design
- bandpass
- morphological filters
- median filter
- personal computer
- frequency domain