Optimizing the Convolution Operation to Accelerate Deep Neural Networks on FPGA.
Yufei MaYu CaoSarma B. K. VrudhulaJae-sun SeoPublished in: IEEE Trans. Very Large Scale Integr. Syst. (2018)
Keyphrases
- neural network
- image processing
- pattern recognition
- genetic algorithm
- low cost
- high speed
- recurrent neural networks
- multilayer perceptron
- real time image processing
- multi layer
- hardware implementation
- fuzzy logic
- real time
- fpga hardware
- fault diagnosis
- back propagation
- fuzzy systems
- activation function
- rule extraction
- hardware design
- artificial neural networks
- neural network model
- training process
- deep learning
- dedicated hardware