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We substitute ∇θ j J into the gradient descent method to renew the parameter, in order to gain the unique solution, and we add weight damping item to modify the cost function, which make cost function become strictly convex functions and prevent excessive parameter values during network training.
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With the advent of user-friendly software like SIMMAP [19], enabling a more widespread application of this method, it is important to renew awareness of this issue.
Since the 1980s, a number of methods have become available to renew in-situ existing and deteriorated underground pipelines.
This could be useful to include when trying to notify a user that their payment method failed, or to encourage them to renew their subscription because new content has been added, among other things.
The method is made adaptive by a closed form updating rule to renew the sampling parameters.
In 1814, Ferdinand VII refused to renew the Spanish Constitution of 1812, returning the Empire to an absolutist method of government.
The neighborhood-based method is employed to identify the unconfirmed nodes, and the source node sends a Modify_Route_Entry control packet to destination node to renew routing path in the recovery protocol.
Naturally, he decided to renew his experiments.
He did not seek to renew it.
There are opportunities to renew our infrastructure.
Then it declined to renew his contract.
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CEO of Professional Science Editing for Scientists @ prosciediting.com