HPIPE: Heterogeneous Layer-Pipelined and Sparse-Aware CNN Inference for FPGAs.
Mathew HallVaughn BetzPublished in: CoRR (2020)
Keyphrases
- cellular neural networks
- high dimensional
- probabilistic inference
- inference engine
- application layer
- sparse data
- multi layer
- bayesian networks
- bayesian inference
- compressed sensing
- heterogeneous data
- data sets
- inference process
- compressive sensing
- hardware implementation
- parallel architecture
- linear array
- data flow
- sparse coding
- parallel processing
- image reconstruction
- sparse representation
- generative model
- semi supervised
- image processing