Binarized Neural Network Acceleration with Field Programmable Gate Array and Its Application in Robot Vision.
Po-Chiang LinWen-Yi TsengPublished in: GCCE (2021)
Keyphrases
- field programmable gate array
- neural network
- hardware implementation
- embedded systems
- programmable logic
- parallel computing
- fpga device
- image processing algorithms
- digital signal processors
- hardware design
- hardware architecture
- pattern recognition
- fpga technology
- back propagation
- host computer
- computing systems
- rbf network
- neural network model
- software implementation
- hardware software
- artificial neural networks
- pipelined architecture
- hardware software co design
- input image
- low power consumption
- reconfigurable hardware
- signal processing
- low cost
- graph cuts
- fuzzy neural network