Design space exploration of FPGA accelerators for convolutional neural networks.
Atul RahmanSangyun OhJongeun LeeKiyoung ChoiPublished in: DATE (2017)
Keyphrases
- convolutional neural networks
- design space exploration
- field programmable gate array
- parallel computing
- computer architecture
- single chip
- design space
- hardware implementation
- convolutional network
- design process
- embedded systems
- hardware software partitioning
- hardware design
- image processing algorithms
- hw sw
- computing systems
- high level synthesis
- low cost
- massively parallel
- hardware software
- image processing
- shared memory
- image segmentation
- parallel architecture
- data processing
- computer systems
- high performance computing