Personal Site


  1. Yanbo Xue, Le Yang, and Simon Haykin, "Decoupled Echo State Networks With Lateral Inhibition," Elsevier Neural Networks,, April 2007.     (Yanbo and Le contribute equally to the development of the idea of DESN with lateral inhibition)
  2. Yanbo Xue, Jinkuan Wang, and Xin Song, "Application of Multiresolution Analysis Direction-of-Arrival Estimation," International Journal of Information and Systems Sciences, vol. 1, no.2, pp. 120-136, 2005.


  1. Simon Haykin, Yanbo Xue, and Le Yang, "Decoupled ESNs with Lateral Inhibition," NIPS 2006 . Talk presented at Vancouver, Canada, Dec. 2006.
  2. Yanbo Xue, Jinkuan Wang, and Zhigang Liu, "Reduced Wavelet Packet and Its Application to Beamspace ESPRIT Algorithm in Correlated Signals," Proc. of  APMC 2005. Asia-Pacific Conference Proceedings, vol.5,  Dec. 2005.
  3. Yanbo Xue, Jinkuan Wang, and Zhigang Liu, "A Novel Improved MUSIC Algorithm by Wavelet Denoising in Spatially Correlated Noises," Proc. of ISCIT 2005, IEEE International Symposium on Communications and Information Technology, Beijing, China, vol.1, pp. 515-518, Oct. 2005.
  4. Yanbo Xue and Jinkuan Wang, "Non-mapping Back SB-ESPRIT for Coherent Signals," Proc. of ICASSP 2005, Philadelphia, USA, pp. 633-636, March 2005.
  5. Yanbo Xue, Jinkuan Wang and Zhigang Liu, "Wavelet Packet-based Direction-of-Arrival Estimation," Proc. of ICASSP 2004, Montreal, Canada, pp. 505-508, May 2004.
  6. Yanbo Xue and Jinkuan Wang, "A Novel Subband-based ESPRIT Algorithm", Proc. of ISAP 2004, Sendai, Japan, pp.933-936, Auguest 2004.


  1. Yanbo Xue, "A Novel Optimal Waveform Design Method",  A Course Report on Waveform Design for Cognitive Radar, Feb 2007.
  2. Mathangi Ganapathy, Jerome Dominique Vincent, Patrick Fayard, Yanbo Xue, Peyman Setoodeh, "A Bayesian Model of The Visual System",  A Course Report on the Bayesian Brain Project for Cognitive Dynamic System, Feb 2007.
  3. Le Yang and Yanbo Xue, "Development of a new recurrent neural network toolbox (RNN-Tool)",  A Course Report on Training Recurrent Multilayer Perceptron and Echo State Network, July 2006.   [RNN-Tool Download]


  1. Master thesis, "Multiresolution Array Signal Processing in Wavelet Domain" (Chinese version), Northeastern University, 2004.
  •  Note:
    • If you like to have my master thesis (in Chinese Version), please send me email at "yxue AT soma DOT mcmaster DOT ca".

    • If you have any question or suggestion to my paper, or like to discuss my paper, please also send me email.