Accelerating Training of Deep Neural Networks via Sparse Edge Processing

Sourya Dey, Yinan Shao, Keith M. Chugg +1

We propose a reconfigurable hardware architecture for deep neural networks (DNNs) capable of online training and inference, which uses algorithmically pre-determined, structured sp…