371 citations · 675 across the 78 of their papers we have counts for
Showing 2015Show all
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cs.NE2015★ 20 cited
Feedforward Sequential Memory Neural Networks without Recurrent Feedback
ShiLiang Zhang, Hui Jiang, Si Wei +1
We introduce a new structure for memory neural networks, called feedforward sequential memory networks (FSMN), which can learn long-term dependency without using recurrent feedback…
cs.NE2015★ 13 cited
A Fixed-Size Encoding Method for Variable-Length Sequences with its Application to Neural Network Language Models
Shiliang Zhang, Hui Jiang, Mingbin Xu +2
In this paper, we propose the new fixed-size ordinally-forgetting encoding (FOFE) method, which can almost uniquely encode any variable-length sequence of words into a fixed-size r…
cs.LG2015★ 8 cited
Hybrid Orthogonal Projection and Estimation (HOPE): A New Framework to Probe and Learn Neural Networks
Shiliang Zhang, Hui Jiang
In this paper, we propose a novel model for high-dimensional data, called the Hybrid Orthogonal Projection and Estimation (HOPE) model, which combines a linear orthogonal projectio…