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Author, Editor

Author(s):

Merkwirth, Christian
Ogorzalek, Maciej
Wichard, Jörg Daniel

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Not MPG Author(s):

Ogorzalek, Maciej
Wichard, Jörg Daniel

Editor(s):

Ogorzalek, Maciej
Galias, Zbigniew
Garda, Bartlomiej
Kadeja, Bartlomiej

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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

URL of the conference:

http://ecctd03.zet.agh.edu.pl/

URL for downloading the paper:


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
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Editor(s)
Christian Merkwirth
Created
01/12/2004 12:22:21 PM
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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