Hardware-Driven Nonlinear Activation for Stochastic Computing Based Deep Convolutional Neural Networks.
Ji LiZihao YuanZhe LiCaiwen DingAo RenQinru QiuJeffrey T. DraperYanzhi WangPublished in: CoRR (2017)
Keyphrases
- convolutional neural networks
- hardware and software
- low cost
- convolutional network
- jump diffusion process
- data driven
- real time
- stochastic optimization
- neural network
- medical images
- massively parallel
- hardware implementation
- hardware design
- nonlinear models
- stochastic model
- computing power
- input output
- information processing
- data sets