A Real-time P-SFA hardware implementation of Deep Neural Networks using FPGA.
Nour ElshahawySandy A. WasifMaggie MashalyEman AzabPublished in: Microprocess. Microsystems (2024)
Keyphrases
- hardware implementation
- dedicated hardware
- fpga implementation
- fpga device
- neural network
- real time
- pipelined architecture
- field programmable gate array
- fpga technology
- general purpose processors
- signal processing
- efficient implementation
- hardware design
- xilinx virtex
- software implementation
- fpga hardware
- hardware architecture
- pattern recognition
- pipeline architecture
- parallel architecture
- image processing algorithms
- memory management
- low power consumption
- artificial neural networks
- parallel implementation
- back propagation
- high speed
- low cost
- processing elements