Software/Hardware Co-Design Optimization for Sparse Convolutional Neural Networks.
Wei HuYong DongFang LiuQiang JiaoPublished in: SMC (2021)
Keyphrases
- convolutional neural networks
- computer systems
- hardware design
- embedded systems
- personal computer
- hardware and software
- hardware software
- convolutional network
- optimization problems
- low cost
- software implementation
- computer hardware
- dedicated hardware
- control software
- control unit
- hardware designs
- high dimensional
- software development
- global optimization
- source code
- blue gene
- sparse pca
- hardware platforms
- optimization algorithm
- hardware implementation
- optimization method
- real time
- high end
- software tools
- sparse data
- computing systems
- joint optimization
- software systems
- sparse representation
- industry standard
- test cases
- computing platform
- compressive sensing
- massively parallel
- software developers