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Jose C. Principe: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Craig L. Fancourt, Jose C. Principe
    On the Use of Neural Networks in the Generalized Likelihood Ratio Test for Detecting Abrupt Changes in Signals. [Citation Graph (0, 0)][DBLP]
    IJCNN (2), 2000, pp:243-252 [Conf]
  2. Yadunandana N. Rao, Deniz Erdogmus, Geetha Y. Rao, Jose C. Principe
    Fast error whitening algorithms for system identification and control with noisy data. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2005, v:69, n:1-3, pp:158-181 [Journal]
  3. Kenneth E. Hild II, Deniz Erdogmus, Kari Torkkola, Jose C. Principe
    Feature Extraction Using Information-Theoretic Learning. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Pattern Anal. Mach. Intell., 2006, v:28, n:9, pp:1385-1392 [Journal]
  4. Robert Jenssen, Deniz Erdogmus, Kenneth E. Hild II, Jose C. Principe, Torbjørn Eltoft
    Information cut for clustering using a gradient descent approach. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2007, v:40, n:3, pp:796-806 [Journal]
  5. Kenneth E. Hild II, Deniz Erdogmus, Jose C. Principe
    An analysis of entropy estimators for blind source separation. [Citation Graph (0, 0)][DBLP]
    Signal Processing, 2006, v:86, n:1, pp:182-194 [Journal]
  6. Jeongho Cho, Jose C. Principe, Deniz Erdogmus, Mark A. Motter
    Quasi-sliding mode control strategy based on multiple-linear models. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2007, v:70, n:4-6, pp:960-974 [Journal]
  7. Ruijiang Li, WeiFeng Liu, Jose C. Principe
    A unifying criterion for instantaneous blind source separation based on correntropy. [Citation Graph (0, 0)][DBLP]
    Signal Processing, 2007, v:87, n:8, pp:1872-1881 [Journal]
  8. Robert Jenssen, Torbjørn Eltoft, Deniz Erdogmus, Jose C. Principe
    Some Equivalences between Kernel Methods and Information Theoretic Methods. [Citation Graph (0, 0)][DBLP]
    VLSI Signal Processing, 2006, v:45, n:1-2, pp:49-65 [Journal]
  9. Deniz Erdogmus, Robert Jenssen, Yadunandana N. Rao, Jose C. Principe
    Gaussianization: An Efficient Multivariate Density Estimation Technique for Statistical Signal Processing. [Citation Graph (0, 0)][DBLP]
    VLSI Signal Processing, 2006, v:45, n:1-2, pp:67-83 [Journal]

  10. A Novel Switching Scheme Between Adaptive Information Algorithms. [Citation Graph (, )][DBLP]


  11. A New Nonlinear Similarity Measure for Multichannel Biological Signals. [Citation Graph (, )][DBLP]


  12. A Monte Carlo Sequential Estimation of Point Process Optimum Filtering for Brain Machine Interfaces. [Citation Graph (, )][DBLP]


  13. Hierarchal Decomposition of Neural Data using Boosted Mixtures of Hidden Markov Chains and its application to a BMI. [Citation Graph (, )][DBLP]


  14. An Associative Memory Readout in ESN for Neural Action Potential Detection. [Citation Graph (, )][DBLP]


  15. A Closed Form Solution for Multiple-Input Spike Based Adaptive Filters. [Citation Graph (, )][DBLP]


  16. Spectral Clustering of Synchronous Spike Trains. [Citation Graph (, )][DBLP]


  17. A Novel Weighted LBG Algorithm for Neural Spike Compression. [Citation Graph (, )][DBLP]


  18. Water Inflow Forecasting using the Echo State Network: a Brazilian Case Study. [Citation Graph (, )][DBLP]


  19. Correntropy: A Localized Similarity Measure. [Citation Graph (, )][DBLP]


  20. Nonlinear Component Analysis Based on Correntropy. [Citation Graph (, )][DBLP]


  21. A Monte Carlo Sequential Estimation for Point Process Optimum Filtering. [Citation Graph (, )][DBLP]


  22. Information Theoretic Angle-Based Spectral Clustering: A Theoretical Analysis and an Algorithm. [Citation Graph (, )][DBLP]


  23. Arm Motion Reconstruction via Feature Clustering in Joint Angle Space. [Citation Graph (, )][DBLP]


  24. Modeling of Synchronized Burst in Dissociated Cortical Tissue: An Exploration of Parameter Space. [Citation Graph (, )][DBLP]


  25. Correntropy as a Novel Measure for Nonlinearity Tests. [Citation Graph (, )][DBLP]


  26. The wellposedness analysis of the kernel adaline. [Citation Graph (, )][DBLP]


  27. Real time signal reconstruction from spikes on a digital signal processor. [Citation Graph (, )][DBLP]


  28. Pulse-based signal compression for implanted neural recording systems. [Citation Graph (, )][DBLP]


  29. An Adaptive Algorithm Based On The Sigmoidal Function. [Citation Graph (, )][DBLP]


  30. Cooperative diversity of spectrum sensing in cognitive radio networks. [Citation Graph (, )][DBLP]


  31. Compressed signal reconstruction using the correntropy induced metric. [Citation Graph (, )][DBLP]


  32. Reproducing kernel Hilbert spaces for spike train analysis. [Citation Graph (, )][DBLP]


  33. A new nonparametric measure of conditional independence. [Citation Graph (, )][DBLP]


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