Glossary entry

English term or phrase:

rectifier

Polish translation:

jednostronnie obcięta funkcja liniowa/ReLU

Added to glossary by Frank Szmulowicz, Ph. D.
Nov 27, 2019 17:38
4 yrs ago
7 viewers *
English term

rectifier

English to Polish Tech/Engineering IT (Information Technology)
Change log

Mar 1, 2020 13:49: Frank Szmulowicz, Ph. D. Created KOG entry

Discussion

Frank Szmulowicz, Ph. D. Nov 28, 2019:
Figure 1. Nonlinearity functions used in neural network
hidden layers. The hyperbolic tangent (tanh) function is
a typical choice while some recent work has shown improved performance with rectified linear (ReL) functions. The leaky rectified linear function (LReL) has a non-zero gradient over its entire domain, unlike the standard ReL function.
https://ai.stanford.edu/~amaas/papers/relu_hybrid_icml2013_f...
PJ999 (asker) Nov 28, 2019:
Przy czym występuje dalej w tekście The difference between MSRA and the Xavier initialization is that the first one addresses the rectifier nonlinearities...
Frank Szmulowicz, Ph. D. Nov 27, 2019:
I would caution about using qwertyu in general: it appears to be a machine translation. It is like using the Polish translations from Alibaba.
liz askew Nov 27, 2019:
https://pl.qwertyu.wiki › wiki › Rectifier_(neural_netwo...
Translate this page
Prostownik (sieci neuronowe) - Rectifier (neural networks) ... W kontekście sztucznych sieci neuronowych , prostownik jest aktywacja funkcji zdefiniowano jako ...

Proposed translations

57 mins
Selected

jednostronnie obcięta funkcja liniowa/ReLU

Proz makes it impossible to copy and display equations. The rectified AND jednostronnie obcięta funkcja liniowa are
1) Zero for x less than zero
2) Equal to x for positive x,
hence they are the same thing.

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In the context of artificial neural networks, the rectifier is an activation function defined as the positive part of its argument:

where x is the input to a neuron. This is also known as a ramp function and is analogous to half-wave rectification in electrical engineering.

https://en.wikipedia.org/wiki/Rectifier_(neural_networks)

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Jednostronnie obcięta funkcja liniowa

https://pl.wikipedia.org/wiki/Funkcja_aktywacji

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See also rectified linear unit (ReLU)
https://en.wikipedia.org/wiki/Activation_function


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3 KudoZ points awarded for this answer.
9 mins

Prostownik

from the reference only
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