Faster Convolutional Neural Networks in Low Density FPGAs Using Block Pruning.
Tiago PeresAna GonçalvesMário P. VéstiasPublished in: ARC (2019)
Keyphrases
- low density
- convolutional neural networks
- high density
- convolutional network
- search space
- pruning method
- plasma etching
- field programmable gate array
- block size
- pruning algorithm
- block wise
- pruning methods
- pruning strategy
- hardware design
- fpga implementation
- pruning algorithms
- highly efficient
- bit rate
- database systems