Workshop on Brain Decoding * CALL FOR PAPERS * Posted By: David Kennedy - Feb 5, 2010Tool/Resource: Conferences, Workshops and Meetings 1st ICPR Workshop on Brain Decoding: Pattern Recognition Challenges in Neuroimaging * CALL FOR PAPERS * In conjunction with the 20th International Conference on Pattern Recognition, August 22, 2010, Istanbul, Turkey http://miplab.epfl.ch/icpr2010/ Many of the challenges facing brain decoding are also highly relevant to the field of pattern recognition at large - classification of multivariate time-series, dimensionality reduction, and causal modelling to name a few. This workshop wants to bring together researchers in pattern recognition and neuroimaging for fruitful exchanges of experiences and recent developments in brain decoding, both on the methodological side and the application side. The temporal and spatial proximity with the leading pattern recognition conference ICPR is a great opportunity to learn about newest scientific developments in order to expand brain decoding methodology. SCOPE The topics of interest include: * Data representations for brain decoding (MRI/fMRI/EEG/...) - Voxel and feature selection - Linear and non-linear dimensionality reduction - Sparse timecourse representations * Classifiers for high-dimensional learning - Regularisation schemes - Subspace methods - Interpretability and validation * Applications of brain decoding - Visual processing - Man-machine interfaces - Clinical applications - Deception detection SUBMISSION AND PROCEEDINGS Authors should prepare full 4-pages papers (double-column, IEEE style). Manuscripts will be evaluated by 2 reviewers. Proceedings will be published by IEEE Computer Science Society in electronic format. They will be permantently available on the IEEExplore and IEEE CS Digital Library online repositories, and indexed in IEE INSPEC, EI Compendex (Elsevier), and others. DATES AND DEADLINES - April 1, 2010: Paper submission deadline - May 1, 2010: Acceptance Notification - May 14, 2010: Early registration deadline - June 1, 2010: Camera-ready paper due - August 22, 2010: Workshop ORGANISING COMMITTEE Jonas Richiardi, Ecole Polytechnique Fédérale de Lausanne (EPFL) and University of Geneva (Swizerland) Dimitri Van De Ville, Ecole Polytechnique Fédérale de Lausanne (EPFL) and University of Geneva (Switzerland) Christos Davatzikos, University of Pennsylvania (USA) Janaina Mourão-Miranda, University College London and King's College London (UK) PROGRAMME COMMITTEE Rafeef Abugharbieh, University of British Columbia (Canada) Tulay Adali, University of Maryland, Baltimore County (USA) John Ashburner, University College London (UK) Patricia Besson, CNRS (France) Mick Brammer, King’s College London (UK) Vince Calhoun, Yale University (USA) Thomas Ethofer, University of Tübingen (Germany) Christian Gaser, University of Jena (Germany) Ghassan Hamarneh, Simon Fraser University (Canada) David Hardoon, Institute for Infocomm Research (Singapore) Krzysztof Kryszczuk, IBM Research Zürich (Switzerland) Raghu Machiraju, Ohio State University (USA) Andre Marquand, King’s College London (UK) Julien Meynet, Yahoo! research (France) Torsten Möller, Simon Fraser University (Canada) Joao Sato, Federal University of ABC (Brazil) Sophie Schwartz, University of Geneva (Switzerland) Stephen Strother, University of Toronto (Canada) Bertrand Thirion, NeuroSpin Paris (France) Marc Van Hulle, K.U. Leuven (Belgium) Patrik Vuilleumier, University of Geneva (Switzerland) contact: wbd2010 _AT_ listes.epfl.ch |
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