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SYSTEM AND METHOD FOR INFORMATION HIGHWAYS IN A HYBRID FEEDFORWARD-RECURRENT DEEP NETWORK
SYSTEM AND METHOD FOR INFORMATION HIGHWAYS IN A HYBRID FEEDFORWARD-RECURRENT DEEP NETWORK
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机译:混合前馈深层网络中信息高速公路的系统和方法
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摘要
An apparatus and a method. The apparatus includes a first recurrent network in a first layer; a second recurrent network in a second layer connected to the first recurrent network; a distant input gate connected to the second recurrent network; a first highway gate connected to the distant input gate and the second recurrent network; a first elementwise product projection gate connected to the distant input gate, the highway gate, and the second recurrent network; a second highway gate connected to the first recurrent network and the second recurrent network; and a second elementwise product projection gate connected to the first recurrent network, the second highway gate, and the second recurrent network.
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