Si Shen

Si Shen
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Si Shen

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Computer Science - Neural and Evolutionary Computing (1)
Computer Science - Learning (1)
Computer Science - Computation and Language (1)

Publications Authored By Si Shen

Recurrent Neural Network (RNN) has been widely applied for sequence modeling. In RNN, the hidden states at current step are full connected to those at previous step, thus the influence from less related features at previous step may potentially decrease model's learning ability. We propose a simple technique called parallel cells (PCs) to enhance the learning ability of Recurrent Neural Network (RNN). Read More