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I/O units, or devices, are commonly referred to as computer peripherals and consist of input units (such as keyboards and optical scanners) for feeding instructions and data into the computer and output units (such as printers and monitors) for displaying results.
Number of input units: (n_{I }= 1) unit.
Let y1,y2 be gray values of input units.
Note that there are 256 hidden and 64 input units.
The noise-corrupted speech is fed into the DNN input units to conduct model training.
Input units of this model are linear while hidden units are still binary.
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Each input unit has an activation value that represents some feature external to the net.
Open image in new window Fig. 2 NNM with one input unit and one output unit.
An input unit sends its activation value to each of the hidden units to which it is connected.
From the input unit to the first hidden layer H1 it is calculated as follows.
Section 3 describes our proposed hybrid RNNLM framework for combining different input unit types.
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