DocumentCode
1457034
Title
Comments on "The unreasonable effectiveness of neural network approximation" [with reply]
Author
Lavretsky, Eugene
Author_Institution
Phantom Works, Boeing Co., Longbeach, CA, USA
Volume
46
Issue
3
fYear
2001
fDate
3/1/2001 12:00:00 AM
Firstpage
511
Lastpage
513
Abstract
This paper discusses the misleading nature of the rate of approximation result reported in the paper by Dingankar (ibid. vol.44, 1999). In reply, Dingankar explains why the original statement of the theorem in that paper is correct as it stands, and clarifies the statements in the original paper. He points out how a proper understanding of the terminology resolves the first objection of the commentator and briefly outlines the directions he is pursuing in a separate research based on the second and the third recommendations.
Keywords
function approximation; neural nets; approximation rate; neural network; rational approximation; Asymptotic stability; Automatic control; Equations; Error correction; Large-scale systems; Neural networks; Output feedback; Robust control; State feedback;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/9.911436
Filename
911436
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