Field-Programmable Gate Array Architecture for Deep Learning: Survey & Future Directions.
Andrew BoutrosAman AroraVaughn BetzPublished in: CoRR (2024)
Keyphrases
- future directions
- deep learning
- field programmable gate array
- hardware implementation
- fpga technology
- hardware architecture
- pipelined architecture
- fpga device
- digital signal processors
- lessons learned
- unsupervised learning
- xilinx virtex
- host computer
- hardware design
- general purpose processors
- current challenges
- reconfigurable hardware
- unsupervised feature learning
- image processing algorithms
- embedded systems
- real time
- mental models
- machine learning
- computing systems
- efficient implementation
- hardware software co design
- weakly supervised
- data sets
- case study
- general purpose
- pattern recognition
- image processing
- higher order
- model selection
- neural network
- massively parallel