6 citations · 6 across the 3 of their papers we have counts for
3 papers
cs.CL2021
Explaining the Attention Mechanism of End-to-End Speech Recognition Using Decision Trees
Yuanchao Wang, Wenji Du, Chenghao Cai +1
The attention mechanism has largely improved the performance of end-to-end speech recognition systems. However, the underlying behaviours of attention is not yet clearer. In this s…
cs.LG2017
Trainable back-propagated functional transfer matrices
Cheng-Hao Cai, Yanyan Xu, Dengfeng Ke +2
Connections between nodes of fully connected neural networks are usually represented by weight matrices. In this article, functional transfer matrices are introduced as alternative…
cs.AI2017★ 6 cited
Learning of Human-like Algebraic Reasoning Using Deep Feedforward Neural Networks
Cheng-Hao Cai, Dengfeng Ke, Yanyan Xu +1
There is a wide gap between symbolic reasoning and deep learning. In this research, we explore the possibility of using deep learning to improve symbolic reasoning. Briefly, in a r…