FPGA Accelerator for Homomorphic Encrypted Sparse Convolutional Neural Network Inference.
Yang YangSanmukh R. KuppannagariRajgopal KannanViktor K. PrasannaPublished in: FCCM (2022)
Keyphrases
- convolutional neural network
- field programmable gate array
- face detection
- encryption scheme
- hardware implementation
- high dimensional
- privacy preserving
- neural network
- parallel computing
- embedded systems
- sparse representation
- high speed
- parallel implementation
- hardware design
- probabilistic inference
- sparse data
- real time image processing
- real time
- signal processing
- probabilistic model
- bayesian networks
- sparse coding
- bayesian inference
- low cost
- compressive sensing
- inference process