matrix inputs

USAGE SUMMARY

The phrase "matrix inputs" is correct and usable in written English.
It can be used in contexts related to data analysis, programming, or mathematical modeling where inputs are organized in a matrix format. Example: "The algorithm requires matrix inputs to perform the calculations effectively."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

where we generalized h to accept matrix inputs similar to (11).

EURASIP Journal on Advances in Signal Processing

It is assumed that an external digital signal processor (DSP) must supply the WLD matrix inputs for all four streams according to the decompositions in (25).

EURASIP Journal on Wireless Communications and Networking

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

The state space formulation yields the system matrix 'A', input matrix 'B', and the disturbance matrix 'T'.

Renewables: Wind, Water, and Solar

Here, the Kalman filter is used to generate,, and, based on the state transition matrix, input matrix, and process and measurement noise covariance matrices and.

EURASIP Journal on Advances in Signal Processing

We first estimate the state sequences of subsystems via the dissipation equalities instead of the matrix input-output equation in ordinary subspace identification methods.

IFAC Proceedings Volumes

When the scale of SEM variables is not equal or their variances differ significantly, covariance matrix input should be preferred instead of correlation matrix input.

BMC Medical Research Methodology

On the other hand, many SEM applications are performed on moderate and small samples, so the covariance matrix input would be preferable.

BMC Medical Research Methodology

The present application involves only small matrices; input-output applications are generally on a much larger scale but the basic ideas are the same.

IZA Journal of Development and Migration

More precisely, the statistical models will be regression models with input-dependent design matrix and input-correlated errors.

Reliability Engineering & System Safety

Such classifiers are designed based on cross-correlation in the frequency domain between the input matrix and the input weights of neural networks.

Information Fusion

Such processors are designed based on cross correlation in the frequency domain between the input matrix and the input weights of neural networks.

Applied Soft Computing

Expert writing Tips

Best practice

When using "matrix inputs", clearly define the dimensions and data types within the matrix to avoid ambiguity. For example, specify if it's a 2x2 matrix of floating-point numbers.

Common error

A common mistake is failing to specify or understand the expected dimensions of the "matrix inputs". Always validate that the input matrix has the correct number of rows and columns for the intended operation or algorithm.

Linguistic Context

The phrase "matrix inputs" functions as a noun phrase, typically acting as the subject or object of a sentence. Ludwig shows the phrase appears in scientific contexts related to signal processing and wireless communications.

Expression frequency: Rare

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Unknown

0%

Ludwig's WRAP-UP

In summary, "matrix inputs" is a noun phrase used to describe data formatted as a matrix, primarily appearing in scientific and technical contexts. As Ludwig confirms, it is grammatically correct, albeit relatively rare. When employing this phrase, clarity regarding matrix dimensions and data types is crucial. While alternatives like ""matrix data"" or ""array inputs"" exist, the choice depends on context and desired emphasis. Therefore, the limited appearance should not raise concerns about it's legitimacy.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

input matrices

Simply reverses the order of the words.

matrix data

Focuses on the data itself being structured as a matrix.

data matrices

Another way of saying data arranged in matrix form.

matrix-based input

Emphasizes the use of matrices as the foundation for the input.

matrix-form inputs

Emphasizes the format or structure of the inputs as being in matrix form.

array inputs

Uses a more general term, "array", which includes matrices.

tabular data

Highlights the tabular structure, which is inherent in matrices.

structured inputs

Refers to the data being organized, which is a key characteristic of matrices.

matrix parameters

Highlights that matrix is parameter.

matrix variables

Highlights that the matrix are variables.

FAQs

How can I use "matrix inputs" in a sentence?

You might say, "The algorithm requires "matrix inputs" to perform principal component analysis efficiently".

What are some alternatives to "matrix inputs"?

Depending on the context, you could use "matrix data", "array inputs", or "tabular data".

Is it more appropriate to say "matrix inputs" or "input matrices"?

"Input matrices" and "matrix inputs" are largely interchangeable, though "input matrices" may slightly emphasize that the matrices are acting as inputs. The choice often depends on stylistic preference.

What does it mean for data to be in the form of "matrix inputs"?

It means the data is organized into a rectangular grid of rows and columns, where each element holds a specific value. This format is suitable for various mathematical and computational operations.