HPIPE: Heterogeneous Layer-Pipelined and Sparse-Aware CNN Inference for FPGAs.
Mathew HallVaughn BetzPublished in: FPGA (2020)
Keyphrases
- cellular neural networks
- belief networks
- probabilistic inference
- bayesian networks
- application layer
- sparse representation
- embedded systems
- data flow
- sparse matrix
- convolutional neural network
- inference process
- compressed sensing
- field programmable gate array
- sparse data
- multi layer
- hardware implementation
- high dimensional
- inference engine
- bayesian inference
- signal processing
- real world