Gated Recurrent Neural Network

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A Gated Recurrent Neural Network is a recurrent neural network that contains one or more hidden layers of GRUs. .



References

2018


2017

2016

2014a

Figure 1: Illustration of (a) LSTM and (b) gated recurrent units. (a) [math]i[/math], [math]f[/math] and [math]o[/math] are the input, forget and output gates, respectively. [math]c[/math] and [math]\tilde{c}[/math] denote the memory cell and the new memory cell content. (b) [math]r[/math] and [math]z[/math] are the reset and update gates, and [math]h[/math] and [math]\tilde{h}[/math] are the activation and the candidate activation.

2014b


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