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Pruning and regularization in reservoir computing

Xavier Dutoit, Benjamin Schrauwen UGent, Jan Van Campenhout UGent, Dirk Stroobandt UGent, Hendrik Van Brussel and Marnix Nuttin (2009) NEUROCOMPUTING. 72(7-9). p.1534-1546
Please use this url to cite or link to this publication:
author
organization
year
type
journalArticle (proceedingsPaper)
publication status
published
subject
keyword
variable selection, regularization, reservoir computing, echo state network, ridge regression, RECOGNITION, REGRESSION, NETWORKS, SYSTEMS
journal title
NEUROCOMPUTING
Neurocomputing
volume
72
issue
7-9
pages
1534 - 1546
conference name
16th European Symposium on Artificial Neural Networks
conference location
Brugge, Belgium
conference start
2008-04-23
conference end
2008-04-25
Web of Science type
Proceedings Paper
Web of Science id
000264993200016
JCR category
COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
JCR impact factor
1.44 (2009)
JCR rank
47/102 (2009)
JCR quartile
2 (2009)
ISSN
0925-2312
DOI
10.1016/j.neucom.2008.12.020
language
English
UGent publication?
yes
classification
A1
copyright statement
I have transferred the copyright for this publication to the publisher
id
858920
handle
http://hdl.handle.net/1854/LU-858920
date created
2010-02-11 14:28:27
date last changed
2010-02-25 17:18:21
@article{858920,
  author       = {Dutoit, Xavier and Schrauwen, Benjamin and Van Campenhout, Jan and Stroobandt, Dirk and Van Brussel, Hendrik and Nuttin, Marnix},
  issn         = {0925-2312},
  journal      = {NEUROCOMPUTING},
  keyword      = {variable selection,regularization,reservoir computing,echo state network,ridge regression,RECOGNITION,REGRESSION,NETWORKS,SYSTEMS},
  language     = {eng},
  location     = {Brugge, Belgium},
  number       = {7-9},
  pages        = {1534--1546},
  title        = {Pruning and regularization in reservoir computing},
  url          = {http://dx.doi.org/10.1016/j.neucom.2008.12.020},
  volume       = {72},
  year         = {2009},
}

Chicago
Dutoit, Xavier, Benjamin Schrauwen, Jan Van Campenhout, Dirk Stroobandt, Hendrik Van Brussel, and Marnix Nuttin. 2009. “Pruning and Regularization in Reservoir Computing.” Neurocomputing 72 (7-9): 1534–1546.
APA
Dutoit, X., Schrauwen, B., Van Campenhout, J., Stroobandt, D., Van Brussel, H., & Nuttin, M. (2009). Pruning and regularization in reservoir computing. NEUROCOMPUTING, 72(7-9), 1534–1546. Presented at the 16th European Symposium on Artificial Neural Networks.
Vancouver
1.
Dutoit X, Schrauwen B, Van Campenhout J, Stroobandt D, Van Brussel H, Nuttin M. Pruning and regularization in reservoir computing. NEUROCOMPUTING. 2009;72(7-9):1534–46.
MLA
Dutoit, Xavier, Benjamin Schrauwen, Jan Van Campenhout, et al. “Pruning and Regularization in Reservoir Computing.” NEUROCOMPUTING 72.7-9 (2009): 1534–1546. Print.