Nanyang Technological University

Singapore 

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© 2016 Justin Dauwels & Dauwels Lab at NTU. All Rights Reserved.

Website Design by Vishnu Prasad Payyada and Priyanka Mehta

> 2006

Journal Papers

  • B. Vigoda, J. Dauwels, M. Frey, N. Gershenfeld, T. Koch, H. A. Loeliger, and P. Merkli, “Synchronization of pseudo-random signals by forward-only message passing with application to electronic circuits,” IEEE Trans. Inform. Theory, Aug 2006, vol. 52:8, pp. 3843–3852.  (IF: 2.25).    PDF

Book

  • J. Dauwels, "On Graphical Models for Communications and Machine Learning: Algorithms, Bounds, and Analog Implementation," Series in Signal and Information Processing, vol. 17, Hartung-Gorre Verlag, May 2006, ISBN 3-86628-080-7.     PhD. Thesis, Justin Dauwels

Conference Papers

  • J. Dauwels, “On variational message passing and its relation to other message passing inference algorithms,” Proc. IEICE Neuro-Computing Workshop, 5 Dec 2006, Toyohashi, Japan.  

  • J. Dauwels, “Improving and validating Cramer-Rao bounds through higher-order asymptotic estimation theory: a case study,” Proc. 2006 IEEE Int. Symp. on Information Theory and its Applications (ISITA), 29 Oct–1 Nov 2006, Seoul, South-Korea, pp. 175–180.  

  • J. Dauwels and F. B. Vialatte, “Quantifying the synchrony between two event strings by performing inference in a probabilistic model,” Proc. IEICE Neuro-Computing Workshop, 11 Oct 2006, Nara, Japan.  ​​

  • J. Hu, H. A. Loeliger, J. Dauwels, and F. Kschischang, “A general computation rule for lossy summaries/messages with examples from equalization,” Proc. 44th Allerton Conf. on Communication, Control, and Computing, 27–29 Sep 2006, Monticello, Illinois.    PDF 

  • J. Dauwels, S. Korl, and H. A. Loeliger, “Particle methods as message passing,” Proc. 2006 IEEE Int. Symp. on Information Theory, 9–14 Jul 2006, Seattle, USA, pp. 2052–2056.    PDF 

  • J. Dauwels, “Computation of the capacity of continuous memoryless channels and the rate distortion function of continuous memoryless sources,” Proc. 2006 Hawaii, IEICE, and SITA Joint Conference on Information Theory, 23-26 May  2006, Nara, Japan.  ​​

  • J. Dauwels and S. Korl, “A numerical method to compute Cramer-Rao-type bounds for challenging estimation problems,” Proc. of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2006), 15-19 May 2006, Toulouse, France, pp. 717–720.    PDF