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The input to the network consisted of 17 consecutive frames of the 123 FBANK features described earlier.
where (d k ) n is desired value for k th output unit when input to the network is x n.
The output of the individual neurons is then calculated by the layers from the input to the network outputs.
An image is input to the network and the enhanced result is obtained by the final linking synaptic state.
A training set is used in supervised training to present the proper network behavior, where each input to the network is introduced with its corresponding correct target.
We use this formalism to investigate in detail how the correlation structure depends on the strength of the external input to the network.
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We trained, tested and validated ANN using the synthetic VES data as input to the networks and layer parameters of the models as network output.
Input to the networks was sequence profiles in form of PSSM's, predicted secondary structure and surface accessibility.
The cells shown providing input to the networks in the figures are not considered part of the networks and need not even be near the networks.
This results in a ten time increase of runtime when the X matrix in comparison to G or U D was used as input to the networks.
(a) Temporal evolution of the inputs to the network.
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