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Special Session on Recurrent Neural Networks for Modelling and Simulation - RNNMS 2012 In conjunction with the 2nd International Conference on Simulation and Modeling Methodologies, Technologies and Applications - SIMULTECH 2012
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Apr 26, 2012, 10:24:54 AM4/26/12
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Conference name: Special Session on Recurrent Neural Networks for
Modelling and Simulation - RNNMS 2012
In conjunction with the 2nd International Conference on Simulation and
Modeling Methodologies, Technologies and Applications - SIMULTECH
2012
Venue: Rome, Italy
Conference date: 28 - 31 July, 2012
Co-Chairs:
Petia Koprinkova-Hristova
Institute of Information and Communication Technologies
Bulgaria
Mohamed Oubbati
Institute of Neural Information Processing University of Ulm
Germany
SCOPE
This session invites authors to submit their works on study, analysis,
design, modeling and implementation of RNNs, both theoretically and in
a broad range of application fields. Papers presenting investigations
and simulation applications of all known kinds of RNNs, i.e. recurrent
multilayer perceptrons, Hopfield, Jordan and Elman networks, fully
recurrent networks, Echo state networks, bi-directional RNN,
hierarchical RNN, continuous time RNN, etc. as well as newly proposed
architectures are invited. The session scope includes but is not
limited to the following topics:
• Recurrent neural networks architectures
• Training algorithms of recurrent neural networks
• Stability analysis of recurrent neural network models
• Complex systems modeling using recurrent neural networks
• RNN simulation platforms for scientific and industrial applications
• Industrial applications of recurrent neural network models
IMPORTANT DATES
Paper Submission: May 28, 2012
Authors Notification: June 13, 2012
Final Paper Submission and Registration: June 22, 2012
PAPER SUBMISSION
Prospective authors are invited to submit papers in any of the topics
listed above.
Instructions for preparing the manuscript (in Word and Latex formats)
are available at: Paper Templates
Please also check the Submission Guidelines.
Papers should be submitted electronically via the web-based submission
system at: http://www.insticc.org/Primoris
PUBLICATIONS
All accepted papers (full, short and posters) will be published in a
special section of the conference proceedings book - under an ISBN
reference and on CD-ROM support - and submitted for indexation by
Thomson Reuters Conference Proceedings Citation Index (ISI), INSPEC,
DBLP and EI (Elsevier Index).
All papers presented at the conference venue will be available at the
SciTePress Digital Library (http://www.scitepress.org/
DigitalLibrary/). SciTePress is member of CrossRef (http://
www.crossref.org/).
Extended versions of accepted papers presented at the Workshop will
appear in as a Springer book chapter. A selection of high quality
papers will be proposed to be submitted as an extended version for a
special issue of an international journal to be specified later.
Selected papers will be considered for publication in the British
Journal of Educational Technology and other selection of high quality
papers will be proposed to be submitted as an extended version for a
special issue of the international journal Journal of Universal
Computer Science J.UCS
SECRETARIAT CONTACTS
e-mail: simultech....@insticc.org
Website: http://www.simultech.org/specialSessions.aspx#RNNMS
Modelling and Simulation - RNNMS 2012
In conjunction with the 2nd International Conference on Simulation and
Modeling Methodologies, Technologies and Applications - SIMULTECH
2012
Venue: Rome, Italy
Conference date: 28 - 31 July, 2012
Co-Chairs:
Petia Koprinkova-Hristova
Institute of Information and Communication Technologies
Bulgaria
Mohamed Oubbati
Institute of Neural Information Processing University of Ulm
Germany
SCOPE
This session invites authors to submit their works on study, analysis,
design, modeling and implementation of RNNs, both theoretically and in
a broad range of application fields. Papers presenting investigations
and simulation applications of all known kinds of RNNs, i.e. recurrent
multilayer perceptrons, Hopfield, Jordan and Elman networks, fully
recurrent networks, Echo state networks, bi-directional RNN,
hierarchical RNN, continuous time RNN, etc. as well as newly proposed
architectures are invited. The session scope includes but is not
limited to the following topics:
• Recurrent neural networks architectures
• Training algorithms of recurrent neural networks
• Stability analysis of recurrent neural network models
• Complex systems modeling using recurrent neural networks
• RNN simulation platforms for scientific and industrial applications
• Industrial applications of recurrent neural network models
IMPORTANT DATES
Paper Submission: May 28, 2012
Authors Notification: June 13, 2012
Final Paper Submission and Registration: June 22, 2012
PAPER SUBMISSION
Prospective authors are invited to submit papers in any of the topics
listed above.
Instructions for preparing the manuscript (in Word and Latex formats)
are available at: Paper Templates
Please also check the Submission Guidelines.
Papers should be submitted electronically via the web-based submission
system at: http://www.insticc.org/Primoris
PUBLICATIONS
All accepted papers (full, short and posters) will be published in a
special section of the conference proceedings book - under an ISBN
reference and on CD-ROM support - and submitted for indexation by
Thomson Reuters Conference Proceedings Citation Index (ISI), INSPEC,
DBLP and EI (Elsevier Index).
All papers presented at the conference venue will be available at the
SciTePress Digital Library (http://www.scitepress.org/
DigitalLibrary/). SciTePress is member of CrossRef (http://
www.crossref.org/).
Extended versions of accepted papers presented at the Workshop will
appear in as a Springer book chapter. A selection of high quality
papers will be proposed to be submitted as an extended version for a
special issue of an international journal to be specified later.
Selected papers will be considered for publication in the British
Journal of Educational Technology and other selection of high quality
papers will be proposed to be submitted as an extended version for a
special issue of the international journal Journal of Universal
Computer Science J.UCS
SECRETARIAT CONTACTS
e-mail: simultech....@insticc.org
Website: http://www.simultech.org/specialSessions.aspx#RNNMS
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