A Survey of Algorithmic and Hardware Optimization Techniques for Vision Convolutional Neural Networks on FPGAs.
Arish SateesanSharad SinhaSmitha K. G.A. P. VinodPublished in: Neural Process. Lett. (2021)
Keyphrases
- convolutional neural networks
- field programmable gate array
- hardware implementation
- hardware software
- smart camera
- real time
- convolutional network
- embedded systems
- hardware and software
- parallel architectures
- low cost
- computer vision
- image processing
- reconfigurable hardware
- vision system
- hardware design
- hardware architecture
- parallel computing
- image processing algorithms
- fpga technology
- programmable logic
- fpga implementation
- computer systems
- computing power
- vlsi implementation
- general purpose
- digital signal processing
- computational power
- ibm zenterprise
- information systems
- single chip
- human vision