Journal Papers

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• H. A. Loeliger, J. Dauwels, J. Hu, P. Li, S. Korl, and F. Kschischang, “The factor graph approach to model-based signal processing,” Proc. of the IEEE, Jun 2007, vol. 95:6, pp. 1295-1322 (invited)  (IF:3.34).    PDF 

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Conference Papers

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• J. Dauwels, F. B. Vialatte, T. Rutkowski, and A. Cichocki, “Machine Learning Methods for Exploring EEG Dynamics,” NIPS Workshop on Large-Scale Brain Dynamics, 7–8 Dec 2007, Whistler, Canada.  

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• T. Rutkowski, J. Dauwels, F. B. Vialatte, and A. Cichocki, “Time-Frequency and Synchrony Analysis of Responses to Steady-state Auditory and Musical Stimuli from Multichannel EEG,” NIPS Workshop on Music, Brain and Cognition, 7-8 Dec 2007, Whistler, Canada.    PDF

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• J. Dauwels, F. Vialatte, T. Rutkowski, and A. Cichocki, "Measuring Neural Synchrony by Message Passing," In Advances in Neural Information Processing Systems 20, NIPS 2007, Vancouver, British Columbia, Canada — 3-6 Dec 2007, Edited by J Platt, D Koller, Y Singer, S Roweis, Cambridge, MA: MIT Press 2008:361-368.    PDF  

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• B. Kurkoski and J. Dauwels, “Message-passing decoding of lattices using Gaussian mixtures,” Proc. 30th Symposium on Information Theory and its Applications (SITA 2007), 27-30 Nov 2007, Kashikojima, Mie, Japan, pp. 877–882, No. 44.  ​

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• J. Dauwels, F. B. Vialatte, and A. Cichocki, “A Comparative Study of Synchrony Measures for the Early Detection of Alzheimer’s Disease Based on EEG,” Proc. 2007 International Conference on Neural Information Processing (ICONIP), 13–16 Nov 2007, Kitakyushu, Japan, Lecture Notes In Computer Science 4984, Part I, pp. 112–125, Springer-Verlag Berlin, Heidelberg.    PDF

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• J. Dauwels, F. B. Vialatte, and A. Cichocki, “On a novel measure for synchrony and its application to EEG,” Neuro2007, 10-12 Sep 2007, Yokohama, Japan. Neuroscience Research, 58:185.  

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• B. Kurkoski and J. Dauwels, “Notes on Design and Implementation of Low-Density Lattice Codes,” LDPC Codes Workshop, 23 Aug 2007, Kogakuin University, Shinjuku, Tokyo, Japan.  ​​

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• J. Dauwels, “On convergence and stability properties of decision-based inference algorithms on general graphs,” Proc. IEEE Int. Symp. Information Theory (ISIT), 24-29 Jun 2007, Nice, France, pp. 1326–1330.    PDF 

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• J. Dauwels, “On variational message passing on factor graphs,” Proc. IEEE Int. Symp.Information Theory (ISIT), 24-29 Jun 2007, Nice, France, pp. 2546–2550.    PDF

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• J. Dauwels, “An algorithm to improve and validate Cramer-Rao Bounds through the fibre bundle theory of local exponential families,” Proc. IEEE Int. Conf. on Acoustics and Signal Processing (ICASSP), Honolulu, Hawaii, 15–20 Apr 2007, pp. 525–528.    PDF​

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• J. Dauwels, F. B. Vialatte, and A. Cichocki, “A Novel Measure for Synchrony and Its Application to Neural Signals,” Proc. IEEE Int. Conf. on Acoustics and Signal Processing (ICASSP), 15–20 Apr 2007, Honolulu, Hawaii, pp. 1165–1168.    PDF

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• H. A. Loeliger, J. Dauwels, S. Korl, and J. Hu, “The factor graph approach to signal processing: a progress report,” 2007 Information Theory and Applications Workshop (ITA), 29 Jan –2 Feb  2007, University of California San Diego, San Diego, USA.  

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