Hardware-driven nonlinear activation for stochastic computing based deep convolutional neural networks.
Ji LiZihao YuanZhe LiCaiwen DingAo RenQinru QiuJeffrey DraperYanzhi WangPublished in: IJCNN (2017)
Keyphrases
- convolutional neural networks
- data driven
- hardware and software
- jump diffusion process
- low cost
- convolutional network
- real time
- computer systems
- information processing
- hardware implementation
- deep learning
- multiresolution
- feature space
- embedded systems
- computing systems
- learning automata
- simple linear
- parallel hardware
- genetic algorithm
- neural network