Evaluation of Optimized CNNs on FPGA and non-FPGA based Accelerators using a Novel Benchmarking Approach.
Michaela BlottJohannes KathLisa HalderYaman UmurogluNicholas J. FraserGiulio GambardellaMiriam LeeserLinda DoylePublished in: FPGA (2020)
Keyphrases
- field programmable gate array
- hardware implementation
- hardware design
- software implementation
- computing systems
- single chip
- hardware architecture
- image processing algorithms
- evaluation criteria
- embedded systems
- hardware architectures
- fpga implementation
- evaluation methods
- database
- parallel computing
- genetic algorithm
- evaluation model
- cellular neural networks
- low cost
- image processing
- data sets