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b Transient response of the decoder.
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First, the decoder must exhibit frequency selective behaviour which means that encoder symbol of a specific frequency causes a bigger response at the decoder than symbols of other frequencies.
The decoder convergence measures the decoding capability of the decoder.
How precisely the decoding can be done is assessed by calculating the average mean square error of the decoder.
Figure 6 shows the performance of the decoder during this set of experiments.
The first 100 trials of Figure 8 shows the performance of the decoder with this tuning map.
In each of the tasks, to consolidate the control, as the decoder learned a control policy the learning rate was annealed to zero and parameters of the decoder were frozen.
This result provides further validation of the decoder.
The training set is used to set the parameters of the decoder, and the testing set is used to compute the errors and biases of the decoder ('Analysis'Analysis
The second, or regulated, layer of the decoder contains three nodes.
What is the sensitivity of the decoder to the number of neurons?
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