via the hidden nodes vs via hidden nodes

Both phrases are correct, but they are used in slightly different contexts. "Via the hidden nodes" implies a specific set of hidden nodes, while "via hidden nodes" suggests a more general reference to any hidden nodes.

Last updated: March 17, 2024 • 532 views

via the hidden nodes

This phrase is correct and commonly used when referring to a specific set of hidden nodes.

This phrase is used when you want to specify that the action is happening through a particular set of hidden nodes.

Examples:

The information is transmitted via the hidden nodes in the network.

Show examples from the web [+]

no match is found via the hidden nodes. The second set of edges, ct, represents all the connections that go to the sink: ct = (xQj,xt), (˘xQj,xt) j=1,...,D. (3).
Oct 25, 2006 ... ations via the hidden nodes. The concentration of associa- tions among the top- 10 hidden nodes has increased roughly. 20% for the adns and ...
approximate rules, which ensure that number words are used in the proper order, it makes sense to call the pathway via the hidden nodes a syntactic pathway.
input nodes via the hidden nodes. Considerable time is required to build a neural network but once it is done, classification is quite fast. Neural networks are ...

Alternatives:

through the hidden nodes
by means of the hidden nodes

via hidden nodes

This phrase is correct and commonly used when referring to hidden nodes in a general sense.

This phrase is used when you want to indicate that the action is happening through hidden nodes without specifying a particular set.

Examples:

The data is routed via hidden nodes in the system.

Show examples from the web [+]

Jul 17, 2015 ... ... paths that lead to the activation of visible nodes in the oracle network by distinguishing whether or not they were activated via hidden nodes.
Aug 6, 2008 ... When we ignore the PSTH structure of hidden nodes, such indirect causal connections via hidden nodes appear in the probability distribution ...
Oct 25, 2006 ... associations via hidden nodes is significant. We now sum- marize these measures on interconnectedness. We generate a “privacy footprint” ...
In general, both - SVM and NN - can solve non-linear problems. The "degree of non-linearity" is controlled via #hidden-nodes (or layers) in NN ...

Alternatives:

through hidden nodes
by hidden nodes

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via the hidden nodes vs via hidden nodes