DSP-Efficient Hardware Acceleration of Convolutional Neural Network Inference on FPGAs.
Dong WangKe XuJingning GuoSoheil GhiasiPublished in: IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. (2020)
Keyphrases
- convolutional neural network
- digital signal processing
- signal processing
- digital signal processor
- low cost
- real time
- hardware implementation
- parallel architectures
- face detection
- embedded systems
- field programmable gate array
- efficient learning
- cost effective
- hardware software
- inference process
- probabilistic inference
- computationally efficient
- lightweight
- graphical models
- object recognition
- computer vision
- machine learning
- neural network