GLOBAL AND LOCAL NEURAL-NETWORK ENSEMBLES

Authors
SIERRA A SANTACRUZ C
Citation
A. Sierra et C. Santacruz, GLOBAL AND LOCAL NEURAL-NETWORK ENSEMBLES, Pattern recognition letters, 19(8), 1998, pp. 651-655
Citations number
14
Categorie Soggetti
Computer Science Artificial Intelligence","Computer Science Artificial Intelligence
Journal title
Pattern recognition letters → ACNP
ISSN journal
01678655
Volume
19
Issue
8
Year of publication
1998
Pages
651 - 655
Database
ISI
SICI code
0167-8655(1998)19:8<651:GALNE>2.0.ZU;2-B
Abstract
Surprisingly simple local learning algorithms are known to outperform many other global non-linear machines. Unfortunately, these algorithms are computationally costly. A means of combining both learning approa ches is proposed in and shown to enhance performance. (C) 1998 Elsevie r Science B.V. All rights reserved.