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The DNN architecture was classified according to the number of hidden (intermediate) layers, the number of nodes (neurons) at each layer, the details of activation functions, dropout, batch size, epoch control, and validation set setting.
These data suggest that a hidden intermediate exists after the rate-limiting step in the folding of the third domain of PDZ.
We refine the coordinates of the buses so that the coordinates are mapped into the 10 k m×10 k m road map shown in Figure 2. The update period of each bus' location is 1 min, so we complement the hidden intermediate trajectories of buses based on their average velocities.
There are, thus, three classes of linear three-state models that can be selected, depending on the relative position of the hidden intermediate (I; not observed in the CEST profile in the 'reaction scheme'), as illustrated below.
These techniques have been used to identify hidden intermediate states that occur after the rate-limiting transition state in cytochrome c [ 13], barnase [ 15], a redesigned apo-cytochrome b562 [ 16,17], the third PDZ domain from PSD-95 [ 18], acyl-coenzyme A binding protein (ACBP) [ 19 ] and T4 lysozyme [ 20].
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Each of the three constituent QBDSONNs in the proposed network architecture comprises input, hidden or intermediate, and output layers of neurons.
The architecture is based on an input and output layer with multiple intermediate hidden layers.
Apart from the source layer which receives the inputs and the output layer on which the input layer is mapped, a neural network can have one or more intermediate hidden layers.
In addition, high-resolution structural studies of the hidden partially unfolded intermediates have revealed the existence of non-native interactions, suggesting that the correction of the non-native interactions during folding should also lead to barriers on PMF.
The relationship of these transcription factors with other metabolic genes might be the reflection of indirect interaction rather than direct regulation through other intermediate genes hidden.
The regulation of transcription factor 723 (AFU3G02000, cutinase transcription factor 1 β) at network of 37°C towards other genes may be result of indirect regulation through other intermediate genes hidden.
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