Scalable FPGA Accelerator for Deep Convolutional Neural Networks with Stochastic Streaming.
Mohammed AlawadMingjie LinPublished in: IEEE Trans. Multi Scale Comput. Syst. (2018)
Keyphrases
- convolutional neural networks
- field programmable gate array
- continuous query processing
- convolutional network
- scalable video
- real time
- hardware implementation
- highly scalable
- high speed
- embedded systems
- data streams
- signal processing
- parallel implementation
- streaming data
- fpga implementation
- monte carlo
- image processing
- real time image processing
- stochastic optimization
- parallel computing
- video streaming
- hardware design
- single chip
- low cost
- spatio temporal databases
- learning automata
- streaming services
- stochastic model
- fpga device
- image registration