Chinese Grammatical Error Diagnosis Based on CRF and LSTM-CRF model

no code implementations • WS 2018 • Yujie Zhou, Yinan Shao, Yong Zhou

When learning Chinese as a foreign language, the learners may have some grammatical errors due to negative migration of their native languages.

Feature Engineering

Accelerating Training of Deep Neural Networks via Sparse Edge Processing

no code implementations • 3 Nov 2017 • Sourya Dey, Yinan Shao, Keith M. Chugg, Peter A. Beerel

We propose a reconfigurable hardware architecture for deep neural networks (DNNs) capable of online training and inference, which uses algorithmically pre-determined, structured sparsity to significantly lower memory and computational requirements.