Double MAC on a DSP: Boosting the Performance of Convolutional Neural Networks on FPGAs.
Sugil LeeDaewoo KimDong NguyenJongeun LeePublished in: IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. (2019)
Keyphrases
- convolutional neural networks
- digital signal processing
- field programmable gate array
- convolutional network
- signal processing
- digital signal processor
- boosting algorithms
- ensemble methods
- data flow
- hardware implementation
- adaboost algorithm
- embedded systems
- hardware software
- systolic array
- learning algorithm
- neural network
- weak learners
- verilog hdl
- parallel computing
- computing systems
- ensemble learning
- base classifiers
- low power
- benchmark datasets
- face detection
- low cost
- pattern recognition
- feature selection
- machine learning