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How do you use Backpropagation in a sentence? See 6 example sentences showing how this word appears in different contexts, plus the exact meaning.

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Backpropagation in a sentence

Backpropagation meaning

  1. An error correction technique used in neural networks.
  2. A phenomenon in which the action potential of a neuron creates a voltage spike both at the end of the axon, as normally, and also back through to the dendrites from which much of the original input current originated.

Using Backpropagation

  • The main meaning on this page is: An error correction technique used in neural networks. | A phenomenon in which the action potential of a neuron creates a voltage spike both at the end of the axon, as normally, and also back through to the dendrites from which much of the original input current originated.

Context around Backpropagation

  • Average sentence length in these examples: 24.2 words
  • Position in the sentence: 4 start, 1 middle, 1 end
  • Sentence types: 6 statements, 0 questions, 0 exclamations

Often before:

understand 1×

Often after:

algorithm 1× cycle 1× algorithms 1×

Sentence patterns with Backpropagation

These short patterns come directly from the example sentences and show how the word is often embedded:

backpropagation algorithms allow 1× backpropagation and resurgence 1× generalization of backpropagation with application 1× in each backpropagation cycle of 1× known as backpropagation 1× to understand backpropagation you must 1× was the backpropagation algorithm which 1×

Sentence openings and endings

Common sentence openings:

backpropagation algorithms allow 1× backpropagation and resurgence 1× generalization of backpropagation 1× they are stacks 1× to understand backpropagation 1× unlike traditional artificial 1×

Common sentence endings:

a specific threshold 1× from its mistakes 1× gas market model 1× known as backpropagation 1× networks werbos 1975 1× neural network works 1×

Words around Backpropagation

Just before it in the word index:

backpressure 4 backports 2 backplate 10 backplanes 8 backplane 25 backpedalling 6

Just after it in the word index:

backreferences 2 backrest 9 backrests 2 backroad 5 backroads 15 backronym 8

Similar in corpus frequency:

aaaaa 8 aage 8 aardvarks 8 abaca 8 abaji 8 abascal 8

Corpus analysis for Backpropagation

  • In this selection, "backpropagation" usually appears near the start of the sentence. The average example has 24.2 words, and this corpus slice is mostly made up of statements.
  • Around the word, understand, algorithm, cycle and algorithms stand out and add context to how "backpropagation" is used.
  • Recognizable usage signals include backpropagation algorithms allow and backpropagation and resurgence. That gives this page its own corpus information beyond isolated example sentences.
  • By corpus frequency, "backpropagation" sits close to words such as aaaaa, aage and aardvarks, which helps place it inside the broader word index.

Example types with backpropagation

The same corpus examples are grouped by length and sentence type, making it easier to see the contexts in which the word appears:

Short example sentences

Backpropagation algorithms allow a neural network to learn from its mistakes. (11 words)

Generalization of backpropagation with application to a recurrent gas market model. (11 words)

To understand backpropagation, you must first understand how a neural network works. (12 words)

Longer example sentences

They are stacks of information-transforming modules that “learn” by repeatedly computing a chain of what are known as gradients (something rarely taught in high school calculus), which are the backbone of a family of algorithms known as backpropagation. (39 words)

Unlike traditional artificial neural networks, spiking neural networks don’t require neurons to fire in each backpropagation cycle of the algorithm, but, rather, only when what’s known as a neuron’s “membrane potential” crosses a specific threshold. (38 words)

Backpropagation and resurgence A key advance that came later was the backpropagation algorithm which effectively solved the exclusive-or problem, and more generally the problem of quickly training multi-layer neural networks (Werbos 1975). (34 words)

Example sentences (6)

Backpropagation and resurgence A key advance that came later was the backpropagation algorithm which effectively solved the exclusive-or problem, and more generally the problem of quickly training multi-layer neural networks (Werbos 1975).

To understand backpropagation, you must first understand how a neural network works.

They are stacks of information-transforming modules that “learn” by repeatedly computing a chain of what are known as gradients (something rarely taught in high school calculus), which are the backbone of a family of algorithms known as backpropagation.

Unlike traditional artificial neural networks, spiking neural networks don’t require neurons to fire in each backpropagation cycle of the algorithm, but, rather, only when what’s known as a neuron’s “membrane potential” crosses a specific threshold.

Backpropagation algorithms allow a neural network to learn from its mistakes.

Generalization of backpropagation with application to a recurrent gas market model.

Frequently asked questions

How do you use "backpropagation" in a sentence?
An example: "Backpropagation and resurgence A key advance that came later was the backpropagation algorithm which effectively solved the exclusive-or problem, and more generally the problem of quickly training multi-layer neural networks (Werbos 1975)." This page contains 6 example sentences with the word "backpropagation" from authentic English texts.
What does "backpropagation" mean?
Backpropagation means: An error correction technique used in neural networks.
How many example sentences with "backpropagation" are there?
Voorbeeldzinnen.info contains 6 example sentences with "backpropagation", drawn from a database of millions of English sentences.