Hardware-Aware Evolutionary Explainable Filter Pruning for Convolutional Neural Networks.
Christian HeidornMuhammad SabihNicolai MeyerhöferChristian SchinabeckJürgen TeichFrank HannigPublished in: Int. J. Parallel Program. (2024)
Keyphrases
- convolutional neural networks
- convolutional network
- low cost
- hardware and software
- search space
- genetic algorithm
- computing power
- image processing
- real time
- evolutionary computation
- hardware implementation
- computer systems
- noise reduction
- vlsi implementation
- massively parallel
- hardware architecture
- nonlinear filters
- pruning method
- evolutionary optimization
- evolutionary process
- computing systems
- pruning methods
- pruning algorithms
- bit rate
- signal to noise ratio