the desired output pattern vs the desired output vector

Both phrases are correct, but they are used in different contexts. 'The desired output pattern' is used when referring to a specific arrangement or design, while 'the desired output vector' is used when talking about a quantity with both magnitude and direction.

Last updated: March 17, 2024 • 725 views

the desired output pattern

This phrase is correct and commonly used when referring to a specific arrangement or design.

This phrase is used when talking about the specific way in which something should be produced or presented.

Examples:

The desired output pattern for the logo should be in high resolution.
We need to define the desired output pattern for the project before starting the work.

Show examples from the web [+]

weights in a way that the networks output matches the desired output pattern. Whereas the ESN proposed by Jaeger (see e.g. [1]) is a discrete time, nonlinear, ...
output units represent the desired output pattern. Neural networks learn from examples (input/output pairs) which are presented many times, and a typical ...
Learning rules incorporating an error reduction procedure utilize the discrepancy between the desired output pattern and an actual output pattern to change ...
Sep 8, 2014 ... ... weights are taken where is a component of the input and a component of the desired output pattern. A recurrent network can be constructed, ...

Alternatives:

the expected output design
the required output format
the specified output layout
the targeted output structure
the intended output configuration

the desired output vector

This phrase is correct and commonly used when referring to a quantity with both magnitude and direction.

This phrase is used in contexts related to physics, mathematics, or computer science when describing a quantity that has both a magnitude and a direction.

Examples:

The desired output vector of the force should be calculated for accurate results.
We need to determine the desired output vector of the velocity for the simulation.

Show examples from the web [+]

Apr 8, 2012 ... ... added, its incoming connection weight vector is set to the input vector is, and its outgoing weight vector is set to the desired output vector O d .
ify the desired output vector, reinforcement procedures which only require a single scalar evaluation of the good- ness of the output, and unsupervised or self — ...
ward networks, where the desired output vector is identical with the input vector. For backpropagation, we are able to use powerful simulators running on parallel ...
the desired output vector is identical with the input vector (see Fig. 1). The purpose of an encoder network is to learn good "codes" in the intermediate, hidden ...

Alternatives:

the expected output direction
the required output magnitude
the specified output orientation
the targeted output magnitude and direction
the intended output vector quantity

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the desired output pattern vs the desired output vector