A Reusable Convolutional Accelerator for CNN on Resource-limited FPGA.
Aihui JiangYufeng LiJiangtao LiChenhong CaoPublished in: SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta (2022)
Keyphrases
- resource limited
- field programmable gate array
- embedded systems
- software systems
- cellular neural networks
- low cost
- fpga implementation
- hardware architecture
- real time image processing
- hardware design
- convolutional neural network
- pipelined architecture
- software implementation
- hardware implementation
- software components
- deep learning
- fpga technology
- software engineering
- parallel computing
- image processing algorithms
- smart home
- source code
- fpga device
- databases
- centroid neural network
- network architecture
- sparse coding
- intelligent systems
- high speed
- response time