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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 • 718 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.
  • 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.
  • 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

Related Comparisons

effect the meaning vs affect the meaning the output variance vs the output behaviour , to achieve the desired output pattern vs , to achieve the desired output the output variance vs the output's variance between the nodes and vs the output variable need the quotation vs would request the quotation

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