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internal representation

internal representation

8.0
A computer model's learned pattern that shows important parts of its input used for tasks
  • noun
  • Specialized
translation icon : representación interna
  • Researchers analyze the internal representation of the data to improve the model's performance.

I actually took the code, generated an internal representation, munched that implement representation to generate good code.

Examples

  • The internal representation of the image helps the system identify objects effectively.

  • It's not the world, but a reduced internal representation of it that is useful for us.

  • The core of the conversion routine is the transformation of the internal representation.

    Academic text (1999)
  • The algorithm transforms the internal representation without changing the represented value.

    Academic text (1999)
  • These internal representations are not the same; hence the need for a value-preserving transformation.

    Academic text (1999)
  • And in fact, that's what happens in the internal representation in Python.

  • I actually took the code, generated an internal representation, munched that implement representation to generate good code.

  • The internal representation is as a "bignum" fixed-point number multiplied by a power of two as well as a power of ten:

    Academic text (1999)
  • They favor externality over internality, a problem that might be viewed as a disturbance in the internal representation of contextual information.

    Academic text (1999)
  • When an animal finds and consumes a good, a value—in economic terms, a marginal value—becomes attached to an internal representation of that good.

    Academic text (1999)

Synonyms

representation
vsinternal representation
  • Specialized
17 6.0

A list of numbers that stands for data so computers can use it

is learned inside a model and used for prediction and downstream tasks

How Abstract

internal representation
  • Specialized
8.0
encoding
  • Specialized
12 4.7
feature
566 2.5
raw data
  • Specialized
21 3.5

Surface Forms

Morphology

internal + representation

The meaning — a representation that exists inside a system or model — is directly derivable from combining 'internal' (inside) with 'representation' (a depiction or standing-for something). B1 learners who know both words may not grasp technical details like vectors or activations, but they will understand the basic idea of an inner depiction, so the compound is compositionally transparent.

Etymology

Internal representation in computer learning is like a hidden 'map' or 'code' the program keeps inside to stand for the information it sees. That's why the program uses this inner 'map' to recognise images, make choices, or help learn new tasks.