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NOTE ON A DENSITY QUESTION FOR NEURAL NETWORKS
被引:6
作者
:
LENZE, B
论文数:
0
引用数:
0
h-index:
0
机构:
FH DORTMUND,FB INFORMAT,D-44047 DORTMUND,GERMANY
FH DORTMUND,FB INFORMAT,D-44047 DORTMUND,GERMANY
LENZE, B
[
1
]
机构
:
[1]
FH DORTMUND,FB INFORMAT,D-44047 DORTMUND,GERMANY
来源
:
NUMERICAL FUNCTIONAL ANALYSIS AND OPTIMIZATION
|
1994年
/ 15卷
/ 7-8期
关键词
:
DENSITY NEURAL NETWORKS;
SIGMOIDAL FUNCTIONS;
HYPERBOLIC BASIS FUNCTIONS;
TRANSLATION AND DILATION INVARIANT SUBSPACES;
D O I
:
10.1080/01630569408816599
中图分类号
:
O29 [应用数学];
学科分类号
:
070104 ;
摘要
:
We prove a uniform density result for three-layer feedforward sigma-pi neural networks of hyperbolic type.
引用
收藏
页码:909 / 913
页数:5
相关论文
共 5 条
[1]
LENZE B, 1992, INT S NUM M, V105, P155
[2]
LENZE B, 1993, MULTIVARIATE APPROXI, P193
[3]
MULTILAYER FEEDFORWARD NETWORKS WITH A NONPOLYNOMIAL ACTIVATION FUNCTION CAN APPROXIMATE ANY FUNCTION
LESHNO, M
论文数:
0
引用数:
0
h-index:
0
机构:
TECHNION ISRAEL INST TECHNOL,HAIFA,ISRAEL
LESHNO, M
LIN, VY
论文数:
0
引用数:
0
h-index:
0
机构:
TECHNION ISRAEL INST TECHNOL,HAIFA,ISRAEL
LIN, VY
PINKUS, A
论文数:
0
引用数:
0
h-index:
0
机构:
TECHNION ISRAEL INST TECHNOL,HAIFA,ISRAEL
PINKUS, A
SCHOCKEN, S
论文数:
0
引用数:
0
h-index:
0
机构:
TECHNION ISRAEL INST TECHNOL,HAIFA,ISRAEL
SCHOCKEN, S
[J].
NEURAL NETWORKS,
1993,
6
(06)
: 861
-
867
[4]
LIGHT WA, 1992, APPROXIMATION THEORY, V7, P163
[5]
PINKUS A, 1994, TRANSLATION DILATION
←
1
→
共 5 条
[1]
LENZE B, 1992, INT S NUM M, V105, P155
[2]
LENZE B, 1993, MULTIVARIATE APPROXI, P193
[3]
MULTILAYER FEEDFORWARD NETWORKS WITH A NONPOLYNOMIAL ACTIVATION FUNCTION CAN APPROXIMATE ANY FUNCTION
LESHNO, M
论文数:
0
引用数:
0
h-index:
0
机构:
TECHNION ISRAEL INST TECHNOL,HAIFA,ISRAEL
LESHNO, M
LIN, VY
论文数:
0
引用数:
0
h-index:
0
机构:
TECHNION ISRAEL INST TECHNOL,HAIFA,ISRAEL
LIN, VY
PINKUS, A
论文数:
0
引用数:
0
h-index:
0
机构:
TECHNION ISRAEL INST TECHNOL,HAIFA,ISRAEL
PINKUS, A
SCHOCKEN, S
论文数:
0
引用数:
0
h-index:
0
机构:
TECHNION ISRAEL INST TECHNOL,HAIFA,ISRAEL
SCHOCKEN, S
[J].
NEURAL NETWORKS,
1993,
6
(06)
: 861
-
867
[4]
LIGHT WA, 1992, APPROXIMATION THEORY, V7, P163
[5]
PINKUS A, 1994, TRANSLATION DILATION
←
1
→