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Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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input was integrated

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "input was integrated" is correct and usable in written English.
It can be used in contexts where you are discussing the incorporation or assimilation of data or feedback into a system or process. Example: "After reviewing the feedback from the team, we ensured that all input was integrated into the final design."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

They created instinctively, without any control or leaders, and everyone's input was integrated, and all of the lighting was handmade.

News & Media

Vice

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

Thus, the input is "integrated".

He adds: "It's not just the number of people in the team but how effectively their input is integrated in the White House".

Science & Research

Science Magazine

The question of when and how bottom-up input is integrated with top-down knowledge has been debated extensively within cognition and perception, and particularly within language processing.

Physiologically, the thermal input is integrated at numerous levels within the nervous system, but the hypothalamus is the dominant controller [ 10].

Autonomic nervous system input is integrated within brain regions to direct behavioral response to stress, autonomic homeostasis, and emotional and goal-directed behavior.

How LIF input is integrated with the pluripotency gene regulatory network has remained unclear, however (Niwa et al, 1998, 2009; Nichols and Smith, 2012).

These changes can occur at the level of single dendrites, within the somatic compartment, or even in the axon initial segment, and fine tune the way input is integrated, maintaining the dynamic range of the neuron.

They found that isoflurane induced a high c-Fos cell count (a protein related to neuronal activity) in the vestibular nuclei, where vestibular inputs are integrated with inputs from other sensory systems and the cerebellum for the perception of balance.

The weighted inputs are integrated in the neuron, which in most cases is simply done by summation, and then evaluated by an activation function f, e.g., hyperbolic tangent function, to determine the output.

An ANN is simply a network that consists of interconnected artificial neurons and has three important elements, i.e., the structure of the nodes/neurons (how the inputs are integrated, the activation function), topology/architecture (the way artificial neurons interconnected), and the training algorithm (to determine the weights in the network)[33].

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Expert writing Tips

Best practice

When using "input was integrated", ensure the context clearly defines what 'input' refers to and how it was integrated.

Common error

Avoid using "input was integrated" without specifying the type of input (e.g., data, feedback, suggestions) to maintain clarity.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

81%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "input was integrated" functions as a passive construction, indicating that something (the input) received the action of being integrated. Ludwig AI confirms its grammatical correctness and usability.

Expression frequency: Rare

Frequent in

Science

65%

News & Media

10%

Formal & Business

0%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "input was integrated" is a grammatically correct, though relatively rare, phrase used to describe the incorporation of data or feedback into a process. According to Ludwig AI, the phrase is appropriate for formal contexts, particularly in scientific and technical domains. Alternatives such as "feedback was incorporated" or "data was synthesized" may offer more specific or nuanced meanings. When employing the phrase, ensure clarity by specifying the nature of the input and the method of integration.

FAQs

How can I use "input was integrated" in a sentence?

You can use "input was integrated" to describe the incorporation of data or feedback into a system or process. For example: "After reviewing the feedback from the team, we ensured that all input was integrated into the final design."

What are some alternatives to "input was integrated"?

Alternatives include "feedback was incorporated", "data was synthesized", or "information was assimilated" depending on the context.

Is "input was integrated" formal or informal?

"Input was integrated" is generally considered neutral to slightly formal, suitable for professional or academic contexts.

Which is correct, "input was integrated" or "input were integrated"?

"Input was integrated" is correct when referring to 'input' as a singular, collective noun. Use "inputs were integrated" if referring to multiple, distinct inputs.

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Source & Trust

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Authority and reliability

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Expert rating

Real-world application tested

Most frequent sentences: