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José Carlos Príncipe: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Robert Jenssen, Deniz Erdogmus, Kenneth E. Hild II, José Carlos Príncipe, Torbjørn Eltoft
    Information Force Clustering Using Directed Trees. [Citation Graph (0, 0)][DBLP]
    EMMCVPR, 2003, pp:68-82 [Conf]
  2. Robert Jenssen, Deniz Erdogmus, Kenneth E. Hild II, José Carlos Príncipe, Torbjørn Eltoft
    Optimizing the Cauchy-Schwarz PDF Distance for Information Theoretic, Non-parametric Clustering. [Citation Graph (0, 0)][DBLP]
    EMMCVPR, 2005, pp:34-45 [Conf]
  3. Deniz Erdogmus, Yadunandana N. Rao, José Carlos Príncipe, Oscar Fontenla-Romero, Amparo Alonso-Betanzos
    Recursive Least Squares for an Entropy Regularized MSE Cost Function. [Citation Graph (0, 0)][DBLP]
    ESANN, 2003, pp:451-456 [Conf]
  4. Oscar Fontenla-Romero, Deniz Erdogmus, José Carlos Príncipe, Amparo Alonso-Betanzos, Enrique Castillo
    Accelerating the convergence speed of neural networks learning methods using least squares. [Citation Graph (0, 0)][DBLP]
    ESANN, 2003, pp:255-260 [Conf]
  5. Seungju Han, Sudhir Rao, José Carlos Príncipe
    Estimating the Information Potential with the Fast Gauss Transform. [Citation Graph (0, 0)][DBLP]
    ICA, 2006, pp:82-89 [Conf]
  6. Deniz Erdogmus, Yadunandana N. Rao, José Carlos Príncipe
    Gaussianizing Transformations for ICA. [Citation Graph (0, 0)][DBLP]
    ICA, 2004, pp:26-32 [Conf]
  7. António R. C. Paiva, Jian-Wu Xu, José Carlos Príncipe
    Kernel Principal Components Are Maximum Entropy Projections. [Citation Graph (0, 0)][DBLP]
    ICA, 2006, pp:846-853 [Conf]
  8. Luis Vielva, Ignacio Santamaría, Jesús Ibáñez, Deniz Erdogmus, José Carlos Príncipe
    On the Estimation of the Mixing Matrix for Underdetermined Blind Source Separation in an Arbitrary Number of Dimensions. [Citation Graph (0, 0)][DBLP]
    ICA, 2004, pp:185-192 [Conf]
  9. Jian-Wu Xu, Deniz Erdogmus, Yadunandana N. Rao, José Carlos Príncipe
    Minimax Mutual Information Approach for ICA of Complex-Valued Linear Mixtures. [Citation Graph (0, 0)][DBLP]
    ICA, 2004, pp:311-318 [Conf]
  10. Deniz Erdogmus, José Carlos Príncipe, Luis Vielva, David Luengo
    Potential Energy and Particle Interaction Approach for Learning in Adaptive Systems. [Citation Graph (0, 0)][DBLP]
    ICANN, 2002, pp:456-461 [Conf]
  11. Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Enrique Castillo, José Carlos Príncipe, Bertha Guijarro-Berdiñas
    Local Modeling Using Self-Organizing Maps and Single Layer Neural Networks. [Citation Graph (0, 0)][DBLP]
    ICANN, 2002, pp:945-950 [Conf]
  12. Oscar Fontenla-Romero, Deniz Erdogmus, José Carlos Príncipe, Amparo Alonso-Betanzos, Enrique Castillo
    Linear Least-Squares Based Methods for Neural Networks Learning. [Citation Graph (0, 0)][DBLP]
    ICANN, 2003, pp:84-91 [Conf]
  13. José A. B. Fortes, Renato J. O. Figueiredo, Linda Hermer-Vazquez, José Carlos Príncipe, Justin C. Sanchez
    A New Architecture for Deriving Dynamic Brain-Machine Interfaces. [Citation Graph (0, 0)][DBLP]
    International Conference on Computational Science (3), 2006, pp:546-553 [Conf]
  14. Thomas E. Davis, José Carlos Príncipe
    A Simulated Annealing Like Convergence Theory for the Simple Genetic Algorithm. [Citation Graph (0, 0)][DBLP]
    ICGA, 1991, pp:174-181 [Conf]
  15. Dongming Xu, Liping Deng, John G. Harris, José Carlos Príncipe
    Design of a reduced KII set and network in analog VLSI. [Citation Graph (0, 0)][DBLP]
    ISCAS (5), 2003, pp:837-840 [Conf]
  16. Dongming Xu, José Carlos Príncipe, John G. Harris
    Logic computation using coupled neural oscillators. [Citation Graph (0, 0)][DBLP]
    ISCAS (5), 2004, pp:788-791 [Conf]
  17. Andrew Y. Lin, Karl S. Gugel, José Carlos Príncipe
    Feasibility of Fixed-Point Transversal Adaptive Filters in FPGA Devices with Embedded DSP Blocks. [Citation Graph (0, 0)][DBLP]
    IWSOC, 2003, pp:157-160 [Conf]
  18. Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Olga Fernández-Chaves, José Carlos Príncipe
    Detection of Fetal Heart Rate Accelerations and Decelerations Using Artificial Neural Networks. [Citation Graph (0, 0)][DBLP]
    NC, 1998, pp:358-364 [Conf]
  19. John G. Harris, Chiang-Jung Pu, José Carlos Príncipe
    A Neuromorphic Monaural Sound Localizer. [Citation Graph (0, 0)][DBLP]
    NIPS, 1998, pp:692-698 [Conf]
  20. Robert Jenssen, Deniz Erdogmus, José Carlos Príncipe, Torbjørn Eltoft
    The Laplacian PDF Distance: A Cost Function for Clustering in a Kernel Feature Space. [Citation Graph (0, 0)][DBLP]
    NIPS, 2004, pp:- [Conf]
  21. José Carlos Príncipe, Hui-H. Hsu, Jyh-Ming Kuo
    Analysis of Short Term Memories for Neural Networks. [Citation Graph (0, 0)][DBLP]
    NIPS, 1993, pp:1011-1018 [Conf]
  22. José Carlos Príncipe, Jyh-Ming Kuo
    Dynamic Modelling of Chaotic Time Series with Neural Networks. [Citation Graph (0, 0)][DBLP]
    NIPS, 1994, pp:311-318 [Conf]
  23. José Carlos Príncipe, Bert de Vries, Jyh-Ming Kuo, Pedro Guedes de Oliveira
    Modeling Applications with the Focused Gamma Net. [Citation Graph (0, 0)][DBLP]
    NIPS, 1991, pp:143-150 [Conf]
  24. José Carlos Príncipe, Abir Zahalka
    Transient Signal Detection with Neural Networks: The Search for the Desired Signal. [Citation Graph (0, 0)][DBLP]
    NIPS, 1992, pp:688-695 [Conf]
  25. Bert de Vries, José Carlos Príncipe
    A Theory for Neural Networks with Time Delays. [Citation Graph (0, 0)][DBLP]
    NIPS, 1990, pp:162-168 [Conf]
  26. José Carlos Príncipe
    Information Theoretic Learning. [Citation Graph (0, 0)][DBLP]
    PRIS, 2005, pp:- [Conf]
  27. Thomas E. Davis, José Carlos Príncipe
    A Markov Chain Framework for the Simple Genetic Algorithm. [Citation Graph (0, 0)][DBLP]
    Evolutionary Computation, 1993, v:1, n:3, pp:269-288 [Journal]
  28. Deniz Erdogmus, José Carlos Príncipe
    Insights on the relationship between probability of misclassification and information transfer through classifiers. [Citation Graph (0, 0)][DBLP]
    Int. J. Comput. Syst. Signal, 2002, v:3, n:1, pp:40-54 [Journal]
  29. Dongming Xu, José Carlos Príncipe
    Computation in a reduced KII network based on synchronization. [Citation Graph (0, 0)][DBLP]
    Int. J. Intell. Syst., 2006, v:21, n:9, pp:919-935 [Journal]
  30. Deniz Erdogmus, Kenneth E. Hild II, José Carlos Príncipe
    Blind source separation using Renyi's -marginal entropies. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2002, v:49, n:1-4, pp:25-38 [Journal]
  31. Allan Kardec Barros, José Carlos Príncipe, Yoshinori Takeuchi, Noboru Ohnishi
    Using non-linear even functions for error minimization in adaptive filters. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2006, v:70, n:1-3, pp:9-13 [Journal]
  32. Deniz Erdogmus, José Carlos Príncipe, Kenneth E. Hild II
    Beyond second-order statistics for learning: A pairwise interaction model for entropy estimation. [Citation Graph (0, 0)][DBLP]
    Natural Computing, 2002, v:1, n:1, pp:85-108 [Journal]
  33. Tue Lehn-Schiøler, Anant Hegde, Deniz Erdogmus, José Carlos Príncipe
    Vector quantization using information theoretic concepts. [Citation Graph (0, 0)][DBLP]
    Natural Computing, 2005, v:4, n:1, pp:39-51 [Journal]
  34. Deniz Erdogmus, Kenneth E. Hild II, Yadunandana N. Rao, José Carlos Príncipe
    Minimax Mutual Information Approach for Independent Component Analysis. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2004, v:16, n:6, pp:1235-1252 [Journal]
  35. Mustafa C. Ozturk, Dongming Xu, José Carlos Príncipe
    Analysis and Design of Echo State Networks. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2007, v:19, n:1, pp:111-138 [Journal]
  36. John W. Fisher III, José Carlos Príncipe
    A nonlinear extension of the MACE filter. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 1995, v:8, n:7-8, pp:1131-1141 [Journal]
  37. Kyu-Hwa Jeong, Jian-Wu Xu, Deniz Erdogmus, José Carlos Príncipe
    A new classifier based on information theoretic learning with unlabeled data. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 2005, v:18, n:5-6, pp:719-726 [Journal]
  38. Sung-Phil Kim, Justin C. Sanchez, Deniz Erdogmus, Yadunandana N. Rao, Johan Wessberg, José Carlos Príncipe, Miguel Nicolelis
    Divide-and-conquer approach for brain machine interfaces: nonlinear mixture of competitive linear models. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 2003, v:16, n:5-6, pp:865-871 [Journal]
  39. José Carlos Príncipe, Neil R. Euliano, Shayan Garani
    Principles and networks for self-organization in space-time. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 2002, v:15, n:8-9, pp:1069-1083 [Journal]
  40. Yadunandana N. Rao, Deniz Erdogmus, Geetha Y. Rao, José Carlos Príncipe
    Stochastic error whitening algorithm for linear filter estimation with noisy data. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 2003, v:16, n:5-6, pp:873-880 [Journal]
  41. Odelia Schwartz, John G. Harris, José Carlos Príncipe
    Modeling the precedence effect for speech using the gamma filter. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 1999, v:12, n:3, pp:409-417 [Journal]
  42. Bert de Vries, José Carlos Príncipe
    The gamma model--A new neural model for temporal processing. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 1992, v:5, n:4, pp:565-576 [Journal]
  43. Jeongho Cho, António R. C. Paiva, Sung-Phil Kim, Justin C. Sanchez, José Carlos Príncipe
    Self-organizing maps with dynamic learning for signal reconstruction. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 2007, v:20, n:2, pp:274-284 [Journal]
  44. Erhan Gokcay, José Carlos Príncipe
    Information Theoretic Clustering. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Pattern Anal. Mach. Intell., 2002, v:24, n:2, pp:158-171 [Journal]
  45. José Carlos Príncipe, Munchurl Kim, John W. Fisher III
    Target discrimination in synthetic aperture radar using artificial neural networks. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Image Processing, 1998, v:7, n:8, pp:1136-1149 [Journal]
  46. Ignacio Santamaría, Rafael González, Carlos Pantaleón, José Carlos Príncipe
    Maximum margin equalizers trained with the Adatron algorithm. [Citation Graph (0, 0)][DBLP]
    Signal Processing, 2003, v:83, n:3, pp:593-602 [Journal]
  47. Deniz Erdogmus, Erik G. Larsson, Rui Yan, José Carlos Príncipe, Jeffrey R. Fitzsimmons
    Asymptotic SNR-performance of some image combination techniques for phased-array MRI. [Citation Graph (0, 0)][DBLP]
    Signal Processing, 2004, v:84, n:6, pp:997-1003 [Journal]
  48. Deniz Erdogmus, Erik G. Larsson, Rui Yan, José Carlos Príncipe, Jeffrey R. Fitzsimmons
    Measuring the signal-to-noise ratio in magnetic resonance imaging: a caveat. [Citation Graph (0, 0)][DBLP]
    Signal Processing, 2004, v:84, n:6, pp:1035-1040 [Journal]
  49. Anant Hegde, Deniz Erdogmus, Deng S. Shiau, José Carlos Príncipe, Chris J. Sackellares
    Quantifying spatio-temporal dependencies in epileptic ECOG. [Citation Graph (0, 0)][DBLP]
    Signal Processing, 2005, v:85, n:11, pp:2082-2100 [Journal]
  50. Deniz Erdogmus, José Carlos Príncipe
    Information Theoretic Signal Processing. [Citation Graph (0, 0)][DBLP]
    Signal Processing, 2005, v:85, n:5, pp:873-874 [Journal]
  51. Deniz Erdogmus, Rati Agrawal, José Carlos Príncipe
    A mutual information extension to the matched filter. [Citation Graph (0, 0)][DBLP]
    Signal Processing, 2005, v:85, n:5, pp:927-935 [Journal]
  52. Rizwan Bashirullah, John G. Harris, Justin C. Sanchez, Toshikazu Nishida, José Carlos Príncipe
    Florida Wireless Implantable Recording Electrodes (FWIRE) for Brain Machine Interfaces. [Citation Graph (0, 0)][DBLP]
    ISCAS, 2007, pp:2084-2087 [Conf]
  53. Pengfei Li, Rizwan Bashirullah, José Carlos Príncipe
    A low power battery management system for rechargeable wireless implantable electronics. [Citation Graph (0, 0)][DBLP]
    ISCAS, 2006, pp:- [Conf]
  54. Du Chen, Yuan Li, Dongming Xu, John G. Harris, José Carlos Príncipe
    Asynchronous biphasic pulse signal coding and its CMOS realization. [Citation Graph (0, 0)][DBLP]
    ISCAS, 2006, pp:- [Conf]
  55. Mustafa C. Ozturk, José Carlos Príncipe
    An associative memory readout for ESNs with applications to dynamical pattern recognition. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 2007, v:20, n:3, pp:377-390 [Journal]
  56. Herbert Jaeger, Wolfgang Maass, José Carlos Príncipe
    Special issue on echo state networks and liquid state machines. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 2007, v:20, n:3, pp:287-289 [Journal]
  57. Allan Kardec Barros, José Carlos Príncipe, Deniz Erdogmus
    Independent Component Analysis and Blind Source Separation. [Citation Graph (0, 0)][DBLP]
    Signal Processing, 2007, v:87, n:8, pp:1817-1818 [Journal]
  58. Seungju Han, Sudhir Rao, Deniz Erdogmus, Kyu-Hwa Jeong, José Carlos Príncipe
    A minimum-error entropy criterion with self-adjusting step-size (MEE-SAS). [Citation Graph (0, 0)][DBLP]
    Signal Processing, 2007, v:87, n:11, pp:2733-2745 [Journal]
  59. Anant Hegde, José Carlos Príncipe, Deniz Erdogmus, Umut Ozertem, Yadunandana N. Rao, Hemanth Peddaneni
    Perturbation-Based Eigenvector Updates for On-Line Principal Components Analysis and Canonical Correlation Analysis. [Citation Graph (0, 0)][DBLP]
    VLSI Signal Processing, 2006, v:45, n:1-2, pp:85-95 [Journal]

  60. Development of Symbiotic Brain-Machine Interfaces Using a Neurophysiology Cyberworkstation. [Citation Graph (, )][DBLP]


  61. Linear Projection Method Based on Information Theoretic Learning. [Citation Graph (, )][DBLP]


  62. Information Theoretic Vector Quantization with Fixed Point Updates. [Citation Graph (, )][DBLP]


  63. Correntropy Based Matched Filtering for Classification in Sidescan Sonar Imagery. [Citation Graph (, )][DBLP]


  64. Prerequesites for Symbiotic Brain-Machine Interfaces. [Citation Graph (, )][DBLP]


  65. Modulation selection from a battery power efficiency perspective: a case study of PPM and OOK. [Citation Graph (, )][DBLP]


  66. Correntropy based Granger causality. [Citation Graph (, )][DBLP]


  67. Hierarchical clustering of neural data using Linked-Mixtures of Hidden Markov Models for Brain Machine Interfaces. [Citation Graph (, )][DBLP]


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