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..

GLOSSARY ENTRY (DERIVED FROM QUESTION BELOW)
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..
Entered by: QHE

11:42 Aug 15, 2013
Chinese to English translations [PRO]
Nuclear Eng/Sci
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
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。
celiacheung85
China
Neural networks can approximate theoretically an arbitrary nonlinear process to any desired degree..
Explanation:
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.
Selected response from:

QHE
United States
Local time: 06:33
Grading comment
Thanks!
4 KudoZ points were awarded for this answer



Summary of answers provided
4 +1Theoretically, neural networks can approximate any nonlinear process to any precision
Jinhang Wang
5Neural networks can approximate theoretically an arbitrary nonlinear process to any desired degree..
QHE
2Not my area, but...
Phil Hand


  

Answers


37 mins   confidence: Answerer confidence 2/5Answerer confidence 2/5
Not my area, but...


Explanation:
It's something like:

neural networks allow for approximation of a nonlinear process to any degree of precision

Phil Hand
China
Local time: 18:33
Works in field
Native speaker of: English
Login to enter a peer comment (or grade)

45 mins   confidence: Answerer confidence 4/5Answerer confidence 4/5 peer agreement (net): +1
Theoretically, neural networks can approximate any nonlinear process to any precision


Explanation:
Theoretically, neural networks can approximate any nonlinear process to any precision, and hence they are ideal for function approximation and forecasting.

Jinhang Wang
China
Local time: 18:33
Works in field
Native speaker of: Chinese

Peer comments on this answer (and responses from the answerer)
agree  Phil Hand: yes, that's better! Add the word "level": "... to any level of precision..."
9 hrs
  -> Thanks Phil!
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10 hrs   confidence: Answerer confidence 5/5
Neural networks can approximate theoretically an arbitrary nonlinear process to any desired degree..


Explanation:
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.


QHE
United States
Local time: 06:33
Native speaker of: Native in ChineseChinese
PRO pts in category: 20
Grading comment
Thanks!
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