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Proceedings Article, Paper
@InProceedings
Beitrag in Tagungsband, Workshop

Author, Editor
Author(s):
Merkwirth, Christian
Ogorzalek, Maciej
Wichard, Jörg Daniel		dblp
dblp
dblp
Not MPG Author(s):
Ogorzalek, Maciej
Wichard, Jörg Daniel
Editor(s):
Ogorzalek, Maciej
Galias, Zbigniew
Garda, Bartlomiej
Kadeja, Bartlomiej		dblp
dblp
dblp
dblp
Not MPII Editor(s):
Ogorzalek, Maciej
Galias, Zbigniew
Garda, Bartlomiej
Kadeja, Bartlomiej
BibTeX cite key*:
Merkwirth2003ECCTD
Title, Booktitle
Title*:
Stochastic Gradient Descent Training of Ensembles of DT-CNN Classifiers for Digit Recognition
457.pdf (283.63 KB)
Booktitle*:
Proceedings of the 16th European Conference on Circuit Theory and Design ECCTD'03
Event, URLs
Conference URL::
http://ecctd03.zet.agh.edu.pl/
Downloading URL:
Event Address*:
Krakow, Poland
Language:
English
Event Date*
(no longer used):
September, 1-4 2003
Organization:
European Circuit Society (ECS)
Event Start Date:
1 September 2003
Event End Date:
4 September 2003
Publisher
Name*:
Faculty of Electrical Engineering, Automatics, Computer Science and Electronics, AGH University of Science and Technology
URL:
Address*:
Krakow, Poland
Type:
Vol, No, Year, pp.
Series:
Volume:
2
Number:
Month:
September
Pages:
337-341
Year*:
2003
VG Wort Pages:
ISBN/ISSN:
83-88309-95-1
Sequence Number:
DOI:
Note, Abstract, ©
(LaTeX) Abstract:
We show how to train Discrete Time Cellular Neural Networks
(DT-CNN) successfully by backpropagation to perform pattern
recognition on a data set of handwritten digits. By using concepts
and techniques from Machine Learning, we can outperform Support
Vector Machines (SVM) on this problem.
Keywords:
Pattern recognition, cellular neural networks, statistical learning, backpropagation, digiti recognition
Download
Access Level:
Public

Correlation
MPG Unit:
Max-Planck-Institut für Informatik
MPG Subunit:
Computational Biology and Applied Algorithmics
Appearance:
MPII WWW Server, MPII FTP Server, MPG publications list, university publications list, working group publication list, Fachbeirat, VG Wort



BibTeX Entry:

@INPROCEEDINGS{Merkwirth2003ECCTD,
AUTHOR = {Merkwirth, Christian and Ogorzalek, Maciej and Wichard, J{\"o}rg Daniel},
 EDITOR = {Ogorzalek, Maciej and Galias, Zbigniew and Garda, Bartlomiej and Kadeja, Bartlomiej},
 TITLE = {Stochastic Gradient Descent Training of Ensembles of {DT-CNN} Classifiers for Digit Recognition},
 BOOKTITLE = {Proceedings of the 16th European Conference on Circuit Theory and Design ECCTD'03},
 PUBLISHER = {Faculty of Electrical Engineering, Automatics, Computer Science and Electronics, AGH University of Science and Technology},
 YEAR = {2003},
 ORGANIZATION = {European Circuit Society (ECS)},
 VOLUME = {2},
 PAGES = {337--341},
 ADDRESS = {Krakow, Poland},
 MONTH = {September},
 ISBN = {83-88309-95-1},
}

Entry last modified by Ruth Schneppen-Christmann, 03/08/2005
Hide details for Edit History (please click the blue arrow to see the details)Edit History (please click the blue arrow to see the details)

Editor(s)
Christian Merkwirth		Created
01/12/2004 12:22:21
Revisions
7.
6.
5.
4.
3.		Editor(s)
Ruth Schneppen-Christmann
Anja Becker
Anja Becker
Christine Kiesel
Christine Kiesel		Edit Dates
08.03.2005 09:05:05
12.07.2004 15:20:40
07/12/2004 10:38:41 AM
08.07.2004 14:05:00
23.06.2004 15:56:10

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