A High-Performance CNN Processor Based on FPGA for MobileNets.
Di WuYu ZhangXijie JiaLu TianTianping LiLingzhi SuiDongliang XieYi ShanPublished in: FPL (2019)
Keyphrases
- single chip
- high speed
- embedded processors
- gate array
- parallel architecture
- low power consumption
- digital signal
- distributed memory
- highly parallel
- systolic array
- cellular neural networks
- low power
- xilinx virtex
- fpga device
- field programmable gate array
- general purpose processors
- parallel processing
- low cost
- convolutional neural network
- hardware implementation
- computation intensive
- real time
- hardware architecture
- real time image processing
- embedded dram
- image processing
- parallel architectures
- hardware design
- computer architecture
- image processing algorithms
- signal processing
- logic circuits
- multiprocessor systems
- software implementation
- parallel processors
- graphics processing units
- shared memory
- data flow
- high efficiency