Memory-Efficient Dataflow Inference for Deep CNNs on FPGA.
Lucian PetricaTobias AlonsoMairin KroesNicholas J. FraserSorin CotofanaMichaela BlottPublished in: FPT (2020)
Keyphrases
- memory efficient
- hardware implementation
- external memory
- cellular neural networks
- belief nets
- real time image processing
- high speed
- inference process
- field programmable gate array
- low cost
- data flow
- probabilistic inference
- bayesian inference
- iterative deepening
- database machine
- bayesian networks
- fpga implementation
- parallel hardware
- image processing