Special Session on Recurrent Neural Networks for Modelling and Simulation - RNNMS 2012 (RNNMS 2012)
|Event Date/Time: Jul 28, 2012||End Date/Time: Jul 31, 2012|
|Paper Submission Date: May 28, 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
Institute of Information and Communication Technologies
Institute of Neural Information Processing University of Ulm
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:
â€¢ Recurrent neural networks architectures
â€¢ Training algorithms of recurrent neural networks
â€¢ Stability analysis of recurrent neural network models
â€¢ Complex systems modeling using recurrent neural networks
â€¢ RNN simulation platforms for scientific and industrial applications
â€¢ Industrial applications of recurrent neural network models
Paper Submission: May 28, 2012
Authors Notification: June 13, 2012
Final Paper Submission and Registration: June 22, 2012
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
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