HILP: hardware-in-loop pruning of convolutional neural networks towards inference acceleration.
Dong LiQianqian YeXiaoyue GuoYunda SunLi ZhangPublished in: Neural Comput. Appl. (2024)
Keyphrases
- convolutional neural networks
- convolutional network
- low cost
- hardware and software
- probabilistic inference
- real time
- search space
- computer systems
- pruning method
- computing power
- pruning algorithms
- computing systems
- inference engine
- data sets
- inference mechanism
- neural network
- hardware implementation
- pruning algorithm
- hardware architecture
- personal computer
- embedded systems
- pruning methods
- search algorithm
- bayesian networks