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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]