Monthly
288 pp. per issue
6 x 9, illustrated
ISSN
0899-7667
E-ISSN
1530-888X
2014 Impact factor:
2.21

Neural Computation

September 1, 2001, Vol. 13, No. 9, Pages 1975-1994
(doi: 10.1162/089976601750399263)
© 2001 Massachusetts Institute of Technology
On a Class of Support Vector Kernels Based on Frames in Function Hilbert Spaces
Article PDF (323.35 KB)
Abstract

There has been an increasing interest in kernel-based techniques, such as support vector techniques, regularization networks, and gaussian processes. There are inner relationships among those techniques, with the kernel function playing a central role. This article discusses a new class of kernel functions derived from the so-called frames in a function Hilbert space.