A CNN Inference Accelerator on FPGA With Compression and Layer-Chaining Techniques for Style Transfer Applications.
Suchang KimBoseon JangJaeyoung LeeHyungjoon BaeHyejung JangIn-Cheol ParkPublished in: IEEE Trans. Circuits Syst. I Regul. Pap. (2023)
Keyphrases
- field programmable gate array
- hardware implementation
- inference engine
- bayesian networks
- high speed
- image compression
- real time image processing
- fpga implementation
- application layer
- cellular neural networks
- real time
- multi layer
- compression scheme
- data compression
- compression ratio
- compression algorithm
- signal processing
- embedded systems
- knowledge transfer
- parallel implementation
- image processing algorithms
- low cost
- compression rate
- transfer learning
- image segmentation
- probabilistic inference
- hardware design
- inference process
- lossless compression
- parallel computing