• Complex
  • Title
  • Keyword
  • Abstract
  • Scholars
  • Journal
  • ISSN
  • Conference
搜索

Author:

Nan, Dong (Nan, Dong.) | Li, Zhengying (Li, Zhengying.) | Diao, Luhong (Diao, Luhong.)

Indexed by:

EI Scopus

Abstract:

Broad Learning System (BLS) is a very fast and effective discriminative learning which is developed by C. L. P. Chen, Z. Liu and others. It avoids the shortcomings of complex model design and large amount of calculation in deep learning. This paper studies the approximation capability of BLS for continuous functions defined on a compact set. It is proved that if the activation function of the enhancement node of BLS is not polynomial, for any continuous function f(x) e C(K) defined on the compact set K, there is limmq→ ∞,nk→ ∞ f(x)-fw(x) 22=0, that is >0, nk e N, mq e N', and parameter set w, so that f(x)-fw(x) 22 © 2022 The authors and IOS Press.

Keyword:

Learning systems Convolution Classification (of information) Deep learning

Author Community:

  • [ 1 ] [Nan, Dong]College of Applied Sciences, Beijing University of Technology, Beijing; 100124, China
  • [ 2 ] [Li, Zhengying]College of Applied Sciences, Beijing University of Technology, Beijing; 100124, China
  • [ 3 ] [Diao, Luhong]College of Applied Sciences, Beijing University of Technology, Beijing; 100124, China

Reprint Author's Address:

Email:

Show more details

Related Keywords:

Related Article:

Source :

ISSN: 2352-751X

Year: 2022

Volume: 30

Page: 622-629

Language: English

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

Affiliated Colleges:

Online/Total:1900/5259353
Address:BJUT Library(100 Pingleyuan,Chaoyang District,Beijing 100124, China Post Code:100124) Contact Us:010-67392185
Copyright:BJUT Library Technical Support:Beijing Aegean Software Co., Ltd.