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All the weight layers are then updated together after the backward propagation.
This implies that the energy of the network might change drastically, because all of the neurons are updated together.
We overcome the first short-coming by partitioning tables into columns and then group the columns based on which columns are read or updated together.
In other words, in this framework both the classification objective and the feature transformation are updated together based on the prediction results of the previous training instance in relation to its truth label.
Otherwise, let n:=n+1 and go to step 2. In the proposed Algorithm 1, all source precoding matrices are optimized together through b, while all relay precoding matrices are updated together through f.
Moreover, parameters are updated together with sampling labels during iterations, instead of using fixed parameters.
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The parameter selection strategy of generic element is adopted and the joint stiffnesses are treated as generic parameters to be updated simultaneously together with other structural parameters.
When running a CA-based pedestrian model, three update strategies are possible (Klüpfel 2003): parallel update, in which cells are updated all together; sequential update, in which cells are updated one after the other, always in the same order; shuffled sequential update, in which cells are updated one after the other, but with a different order every time.
parallel update, in which cells are updated all together; sequential update, in which cells are updated one after the other, always in the same order; shuffled sequential update, in which cells are updated one after the other, but with a different order every time.
We therefore needed two things: A data type representing the accumulated molecule and a finite state automaton (FSA) where each state of the automaton takes a character and the last molecule as input and returns an updated molecule together with a new automaton state.
PathCards is updated regularly, together with GeneCards updates.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com