according to inputs

USAGE SUMMARY

The phrase "according to inputs" is correct and usable in written English.
It can be used when referencing information or conclusions drawn from specific data or feedback provided. Example: "The results of the experiment were adjusted according to inputs from the research team."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

Each module consists of many neurons whose activity is updated at each time step, according to inputs from other neurons in the same or other modules and bias signals that originate from brain regions external to the system (such as a frontal bias relating to the search target).

Plosone

Some of the key questions for monitoring and evaluation are highlighted, and a systematic approach to monitoring effects proposed, structured according to the health system pillars, but also according to inputs, processes and outputs.

BMC Health Services Research

Human-verified similar examples from authoritative sources

Similar Expressions

57 human-written examples

Usually, structures are designed according to input specifications.

Structural Dynamics and Probabilistic Analyses for Engineers

Various task-process mapping algorithms are studied according to input data patterns.

Journal of Modern Power Systems and Clean Energy

It learns to solve problems by adequately adjusting the strength of the interconnections according to input data.

Computer Vision and Applications A Guide for Students and Practitioners

Increased levels of GloSensor luminescence, and decreased levels of BRET2 signals were observed according to input FCV titers.

Antiviral Research

Therefore, energy management systems are required to monitor consumption/generation/storage and to make the best decisions according to input signals and the user's needs and preferences.

Renewable and Sustainable Energy Reviews

We first investigate the dynamic response of a single VTENG by parametric analyses (external forces, mass, stiffness, and gap distance) according to input frequencies.

Nano Energy

Figure 3 Example of LLR according to input signal power, noise variance, and a priori SNR in a speech frame in car noise (5dB SNR).

EURASIP Journal on Advances in Signal Processing

Through this study, an ANN was designed to present a template that is capable for predicting output data (coercivity) according to input data (pH, oxidative and reductive times, oxidative and reductive voltages, and off-time).

Measurement

There was a great brouhaha recently about a journeyman's attempt to rank MFA programs in Poets & Writers magazine according to input from potential apprentices as opposed to evaluations by journeymen and masters themselves; obviously such prospective evaluation couldn't be allowed.

Huffington Post

Expert writing Tips

Best practice

When using "according to inputs", ensure that the source of the inputs is clearly defined to avoid ambiguity. For example, specify "according to user inputs" or "according to sensor inputs".

Common error

Avoid using "according to inputs" without specifying what is "according" and who provides the inputs. Always provide sufficient context to ensure clarity, and replace with "based on the inputs" when less formality is required.

Linguistic Context

The phrase "according to inputs" functions as a prepositional phrase, modifying a verb or noun to indicate that an action or state is determined by or dependent on specific data or feedback. This indicates a relationship of causation or influence.

Expression frequency: Common

Frequent in

Science

70%

News & Media

15%

Formal & Business

10%

Less common in

Wiki

3%

Encyclopedias

1%

Reference

1%

Ludwig's WRAP-UP

In summary, "according to inputs" is a grammatically correct and usable phrase that indicates a dependency on specific data or information for a particular outcome. Ludwig AI confirms its validity. It is most frequently found in scientific and news-related contexts, suggesting its suitability for formal and professional communication. When using this phrase, ensure the source and nature of the inputs are clear to maintain precision and avoid ambiguity. Alternatives like "based on the inputs" can provide similar meaning with slightly different connotations.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

based on the inputs

Changes the prepositional phrase to use "based on" instead of "according to", implying a foundation upon the inputs.

in accordance with the inputs

Replaces "according to" with "in accordance with", suggesting a more formal compliance with the inputs.

as determined by the inputs

Emphasizes that the inputs are the deciding factor.

dependent on the inputs

Highlights the reliance on the inputs for a particular outcome or state.

guided by the inputs

Suggests that the inputs provide direction or guidance.

as per the inputs

A more concise way of saying "according to", often used in formal contexts.

in response to the inputs

Focuses on the reactive nature of the process based on the inputs.

contingent on the inputs

Indicates that something is conditional based on the inputs.

reflective of the inputs

Suggests that something mirrors or reflects the nature of the inputs.

dictated by the inputs

Emphasizes that the inputs have a controlling influence.

FAQs

What does "according to inputs" mean?

The phrase "according to inputs" signifies that a decision, action, or result is determined or influenced by specific data, feedback, or information received. It highlights the reliance on these inputs as a basis for the outcome.

How can I use "according to inputs" in a sentence?

You can use "according to inputs" to indicate that something is dependent on specific data. For example: "The system adjusts its settings "based on the inputs" from the sensors."

What are some alternatives to "according to inputs"?

Some alternatives include "based on the inputs", "in accordance with the inputs", or "as determined by the inputs", depending on the context and desired level of formality.

Is it better to say "according to input" or "according to inputs"?

Using "inputs" is generally preferred when referring to multiple sources or types of data. "Input" can be used when referring to a singular source, but "inputs" is more commonly used to encompass a broader range of contributing factors.