Glossary entry

Chinese term or phrase:

神经网络理论上可以任意精度逼近任意非线性过程

English translation:

Neural networks can approximate theoretically an arbitrary nonlinear process to any desired degree..

Added to glossary by QHE
Aug 15, 2013 11:42
10 yrs ago
Chinese term

神经网络理论上可以任意精度逼近任意非线性过程

Chinese to English Other Nuclear Eng/Sci
Hi all:

Can anyone please tell me how to write "神经网络理论上可以任意精度逼近任意非线性过程"? Thanks!

celiacheung85



Detail:
神经网络理论上可以任意精度逼近任意非线性过程,因此,神经网络非常适用于函数逼近和预测。
Change log

Sep 2, 2015 03:30: QHE Created KOG entry

Proposed translations

10 hrs
Selected

Neural networks can approximate theoretically an arbitrary nonlinear process to any desired degree..

Neural networks can approximate theoretically an arbitrary nonlinear process to any desired degree of accuracy.

全句可译为:
Neural networks (NNs) can approximate theoretically an arbitrary nonlinear process to any desired degree of accuracy; therefore, NNs are very applicable to function approximation and prediction.

Using Accuracy vs. Precision:
Accuracy refers to the closeness of a measured value to the actual value.

Precision refers to the closeness of two or more measurements to each other. Precision is independent of accuracy; you can be very precise but inaccurate.
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4 KudoZ points awarded for this answer. Comment: "Thanks!"
37 mins

Not my area, but...

It's something like:

neural networks allow for approximation of a nonlinear process to any degree of precision
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+1
45 mins

Theoretically, neural networks can approximate any nonlinear process to any precision

Theoretically, neural networks can approximate any nonlinear process to any precision, and hence they are ideal for function approximation and forecasting.
Peer comment(s):

agree Phil Hand : yes, that's better! Add the word "level": "... to any level of precision..."
9 hrs
Thanks Phil!
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