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The phrase "as a single network" is correct and usable in written English.
It can be used when referring to a unified system or entity that operates collectively.
Example: "The various departments within the organization function as a single network to achieve common goals."
Alternatives: "as one cohesive unit" or "as a unified system".
Exact(7)
An internetwork refers to a collection of interconnected networks that function as a single network.
We are readying our 15 brands to be sold as a single network, Squires said.
Though energy conversion between two networks is calculated in the above references, an IPGN is still seen as a single network in terms of control and operation, and such treatment cannot reflect the interaction between two networks which are operated by different companies.
In our approach, we first train two exclusive CRBMs for the source and the target speakers independently using segmented training data prepared for each speaker, then train a NN using the projected features, and finally, fine-tune the networks as a single network for VC.
The XGMML encoding of the sub-models allows for the assembly of the IPN as a single network using freely available network visualization software such as Cytoscape.
For example, the authors found that one pathway that was critical in catalyzing DNA replication and another in protein degradation were conserved in both organisms as a single network.
Similar(52)
Data were interpreted both as a description of a single network and as a longitudinal time lapse of community change.
Thus the number of state space graphs corresponding to a single network may be as large as 2r.
Picking a single network, as Mr. Bush proposes, also opens the door for the kind of broadcast turf wars that the commission has been able to avoid.
Three inference systems are developed using this type of ANN as a building block: (a) a single network (SN), (b) a large, bootstrapped ensemble of ANNs (BAGNET), and (c) a smaller ensemble of ANNs (sBN) selected for their strong performance.
However, the RWR algorithm can only take a single network as the input.
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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