threshold function Synonyms

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threshold function Meaning

Wordnet

threshold function (n)

a function that takes the value 1 if a specified function of the arguments exceeds a given threshold and 0 otherwise

threshold function Sentence Examples

  1. The activation function of a neural network neuron is typically a threshold function.
  2. In a threshold function, the output is either 0 or 1, depending on whether the weighted sum of inputs exceeds a certain threshold.
  3. The threshold value of a threshold function determines the sensitivity of the neuron to its inputs.
  4. Threshold functions are widely used in binary classification tasks.
  5. The threshold function can be used to create perceptrons, which are simple machine learning models.
  6. The McCulloch-Pitts neuron model uses a threshold function as its activation function.
  7. Threshold functions are also used in artificial neural networks for object recognition and image processing.
  8. The choice of threshold value can significantly impact the performance of a threshold function-based model.
  9. Threshold functions can be extended to handle multiple inputs and produce multi-class outputs.
  10. Threshold functions are often used in combination with other functions, such as linear functions, to create more complex neural network models.

FAQs About the word threshold function

a function that takes the value 1 if a specified function of the arguments exceeds a given threshold and 0 otherwise

No synonyms found.

No antonyms found.

The activation function of a neural network neuron is typically a threshold function.

In a threshold function, the output is either 0 or 1, depending on whether the weighted sum of inputs exceeds a certain threshold.

The threshold value of a threshold function determines the sensitivity of the neuron to its inputs.

Threshold functions are widely used in binary classification tasks.