Hardware-Accelerated ZYNQ-NET Convolutional Neural Networks on Virtex-7 FPGA.
Ahmed J. Abd El-MaksoudAmr GamalAya HeshamGamal SaiedMennat-Allah AymanOmnia EssamSara M. MohamedEman El MandouhZiad IbrahimSara MohamedHassan MostafaPublished in: ICM (2021)
Keyphrases
- convolutional neural networks
- hardware implementation
- field programmable gate array
- fpga device
- reconfigurable hardware
- convolutional network
- fpga implementation
- image processing algorithms
- parallel computing
- efficient implementation
- low cost
- software implementation
- embedded systems
- hardware design
- hardware architecture
- high speed
- signal processing
- computing systems
- dedicated hardware
- fpga technology
- xilinx virtex
- image processing
- real time
- massively parallel
- low power consumption
- multiresolution
- parallel hardware