Copyright Notice: This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.

Journal Papers

  1. DiGiovanna J., Mahmoudi B., Fortes J., Principe J., Sanchez J., Co-adaptive Brain Machine Interface via Reinforcement Learning , Trans. on Biomedical Engineering, (Accepted)
  2. D. Erdogmus, E.G. Larsson, R. Yan, Jose C. Principe, J.R. Fitzsimmons, Measuring the Signal-to-Noise-Ratio in Magnetic Resonance Imaging: A Caveat , Signal Processing, (Accepted)
  3. D. Erdogmus, R. Yan , E.G. Larsson, J.C. Principe, J.R. Fitzsimmons, Image Construction Methods for Phased Array Magnetic Resonance Imaging , Journal of Magnetic Resonance Imaging, (Accepted)
  4. Il Park, António R. C. Paiva, José Príncipe, Thomas B. DeMarse, An Efficient Algorithm for Continuous-time Cross Correlogram of Spike Trains , Journal of Neuroscience Methods, Vol. 168, No. 2, pp. 514-523, Mar 2008
  5. R. Jenssen, D. Erdogmus, K. Hild, J. Principe, T. Eltoft, Information cut for clustering using a gradient descent approach , Pattern Recognition, Vol. 4, No. 3, pp. 796-806, Jan 2008
  6. Seungju Han, Sudhir Rao, Deniz Erdogmus, Kyu-Hwa Jeong, Jose Principe, A Minimum Error Entropy criterion with Self Adjusting Step-size (MEE-SAS) , Signal Processing, Vol. N/A, No. 87, pp. 2733-2745, Jan 2008
  7. J. Sanchez, J. Principe, T. Nishida, R. Bashirullah, J. Harris, J. Fortes, Technology and Signal Processing for Brain-Machine Interfaces , Signal Processing Magazine, Vol. 25, No. 1, pp. 29-40, Dec 2007
  8. Weifeng Liu, P.P.Pokharel, Jose C. Principe, Kernel Least Mean Square Algorithm , Trans. on Signal Processing, Vol. 56, No. 2, pp. 543-554, Dec 2007
  9. W. Liu, P. Pokharel, J. Principe, Correntropy: Properties and Applications in Non-Gaussian Signal Processing , Trans. on Signal Processing, Vol. 55, No. 11, pp. 5286-5298, Nov 2007
  10. R. Li, W. Liu, J. Principe, A Unifying Criterion for Instantaneous Blind Source Separation Based on Correntropy , Signal Processing, Vol. 87, No. 8, pp. 1872-1881, Aug 2007
  11. J. Cho, A. Paiva, J-P. Kim, J. Sanchez, J. Principe, Self-organizing maps with dynamic learning for signal reconstruction , Neural Networks, Vol. 20, No. 2, pp. 274-284, Mar 2007
  12. M. Ozturk,J. Principe, An Associative Memory Readout for ENSs with applications to dynamical pattern recognition , Neural Networks, Vol. 20, No. 3, pp. 377-390, Mar 2007
  13. A. Hegde, D. Erdogmus, D. Shiau, J. Prinicpe, C. Sackellares, Clustering Approach to Quantify Long-Term Spatio-temporal Interactions in Epileptic Intracranial EEG , , Vol. 2007, No. , pp. -, Jan 2007
  14. J. Cho, J. Principe, D. Erdogmus, M. Motter, Quasi-sliding mode control strategy based on multiple linear models , NeuroComputing, Vol. 70, No. 4-6, pp. 962-974, Jan 2007
  15. M. Ozturk, D. Xu, J. Principe, Analysis and Design of Echo State Networks , Neural Computation, Vol. 19, No. 1, pp. 111-138, Jan 2007
  16. S. Haykin, J. Principe, Dynamic Moedling with Neural Networks (Making sense of a complex world [chaotic events modeling , Signal Processing Magazine, Vol. 15, No. 3, pp. 66-72, Jan 2007
  17. Huang, X,, Wu, H.-C., Principe, J.C., Robust Blind Beamforming Algorithm Using Joint Multiple Matrix Diagonalization , Sensors Journal, Vol. 7, No. 1, pp. 130-136, Jan 2007
  18. R. Jenssen, D. Erdogmus, J. Prinicpe, T. Eltoft, The Laplacien Classifier , Trans. on Signal Processing, Vol. 55, No. 7, pp. 3262-3271, Dec 2006
  19. J. Hu, J. Gao, J. Principe, Analysis of Biomedical Signals by the Lempel-Ziv Complexity: The Effect of Finite Data Size , Trans. Biomedical Engineering Letters, Vol. 53, No. 12, pp. 2606-2609, Dec 2006
  20. A.K. Barros, J. Principe, Y. Takeuchi, N. Ohnishi, Using non-linear even functions for error minimization in adaptive filters , NeuroComputing, Vol. 70, No. 1, pp. 9-13, Dec 2006
  21. C. Sackellares, D-S. Shaiu, J. C. Principe, M. Yang, L. Dance, Wichai Suharitdamrong, W. Chaovalitwongse, P. Pardalos, L. Iasemidis, Predictability analysis for an automated seizure preduction algorithm , Journal of Clinical Neurophysiology, Vol. 23, No. 6, pp. 509-520, Dec 2006
  22. R. Jenssen, D. Erdogmuis, J. Principe, Some Equivalence Between Kernel and Information Theoretic Methods , Journal of VLSI Signal Processing-Systems, Vol. 45, No. 1-2, pp. 49-65, Nov 2006
  23. D. Erdogmus, J. Principe, From Linear Adaptive Fiiltering to Nonlinear Information Processing , Signal Processing Magazine, Vol. 23, No. 6, pp. 14-23, Nov 2006
  24. Kenneth E. Hild II, Deniz Erdogmus, Kari Torkkola, Jose C. Principe, Feature extraction using information-theoretic learning , Trans. on Pattern Analysis and Machine Intelligence, Vol. 28, No. 9, pp. 1385-1392, Sep 2006
  25. Dongming Xu, Jose Principe, Computation in a reduced KII Network based on synchronization , International Journal of Intelligent Systems, Vol. 21, No. 9, pp. 919-935, Sep 2006
  26. R. Jenssen, J. Principe, D. Erdogmus, T. Eltoft, The Cauchy-Schwarz divergence and Parzen windowing: Connections to graph theory and Mercer kernels , Journal of the Franklin Institute, Vol. 343, No. 6, pp. 614-629, Sep 2006
  27. I. Santamaria, P. Pokharel, J. Principe, Generalized Correlation Function: Definition, Properties, and Application to Blind Equalization , Trans. on Signal Processing, Vol. 54, No. 6, pp. 2187-2198, Jun 2006
  28. J. Cho, J. Principe, D. Erdogmus, M. Motter, Modeling and Inverse Controller Design for an Unmanned Aerial Vehicle Based on the Self-Organizing Map , Trans. on Neural Networks, Vol. 17, No. 2, pp. 445-460, Mar 2006
  29. Kenneth E. Hild II, Deniz Erdogmus, Jose C. Principe, Experimental upper bound for the performance of convolutive source separation methods , Trans. on Signal Processing, Vol. 54, No. 2, pp. 627-635, Feb 2006
  30. Kenneth E. Hild II, Deniz Erdogmus, Jose C. Principe, An analysis of entropy estimators for blind source separation , Signal Processing, Vol. 86, No. 1, pp. 182-194, Jan 2006
  31. Sanchez, J., Mareci, T.,, Norman, W., Principe, J., Ditto, W., and Carney, P., Evolving into epilepsy: Multiscale electrophysiological analysis and imaging in an animal model , Analog Integrated Circuits and Signal Processing, Vol. 198, No. 1, pp. 31-47, Jan 2006
  32. Y. Rao, D. Erdogmus, G. Rao, J. Principe, Fast Error Whitening Algorithms for System Identification and Control with Noisy Data , NeuroComputing, Vol. 69, No. 1-3, pp. 158-181, Dec 2005
  33. A. Hegde, D. Erdogmus, D. Shiau, J. Principe, C. Sackellares, Quantifying Spatio-Temporal Dependencies in epileptic ECOG , Analog Integrated Circuits and Signal Processing, Vol. 85, No. 11, pp. 2082-2100, Nov 2005
  34. M. Johnson, J. Principe, Modeling and Detection of Limit Cycle Oscillations in Thin-Wing Aircraft Using Adaptive Linear Models , Journal of Aircraft, Vol. 42, No. 6, pp. 1576-1588, Nov 2005
  35. Kenneth E. Hild II, David Pinto, Deniz Erdogmus, Jose C. Principe, Convolutive blind source separation by minimizing mutual information between segments of signals , Trans. on Circuits and Systems I: Theory and Applications, Vol. 52, No. 10, pp. 2188-2196, Oct 2005
  36. Y. Zheng, J. Gao, J. Sanchez, J. Principe, M. Okun, Multiplicative multifractal modeling and discrimination of human neuronal activity , Physics Letters A, Vol. 344, No. 3, pp. 253-264, Sep 2005
  37. Kyu-Hwa Jeong, Jian-Wu Xu, Deniz Erdogmus, Jose C. Principe, A new classifier based on information theoretic learning with unlabeled data , Neural Networks, Vol. 18, No. 5, pp. 719-726, Jul 2005
  38. M. Lebedev, J. Carmena, J. Principe, M. Nicolelis, Cortical Ensemble Adaptation to Represent Velocity of an Artificial Actuator controlled by a Brain Machine interface , NeuroScience, Vol. 2, No. 19, pp. 4681-4693, May 2005
  39. H. Zhang, MO Balaban, JC Principe, K Portier, Quantification of Spice Mixture Compositions with Electronic Nose, Part I. Data analysis using neural networks , Journal of Food Science, Vol. 70, No. 4, pp. E254-E258, Apr 2005
  40. D. Erdogmus, O. Fontenla-Romero, J. Principe, A. Alonso-Betanzos, E. Castillo, Linear Least-Squares Initialization of Multilayer Perceptrons Through Backpropagation of the Desired Response , Trans. on Neural Networks, Vol. 16, No. 2, pp. 325-337, Mar 2005
  41. M. Lazaro, I. Santamaria, D. Erdogmus, K. Hild, C. Pantaleon, Stochastic Blind Equalization based on PDF Fitting using Parzen Estimator , Trans. on Signal Processing, Vol. 53, No. 2, pp. 696-704, Feb 2005
  42. S.P. Kim, Y.N. Rao, D. Erdogmus, J.C. Sanchez, M.A. Nicolelis, J.C. Principe, Determining Patterns in Neural Activity for Reaching Movements Using Non-Negative Matrix Factorization , EURASIP Journal on Applied Signal Processing, Vol. 2005, No. 4, pp. 3113-3121, Jan 2005
  43. Jing Lan, Jeongho Cho, Deniz Erdogmus, Jose C. Principe, Mark A. Motter and Jianwu Xu, Local linear PID controllers for nonlinear control , International Journal of Control and Intelligent Systems, Vol. 33, No. 1, pp. 26-35, Jan 2005
  44. A. Teixeira, R. Martinez, L. Silva, L. Jesus, J. Principe, F. Vaz, Simulation of Human Speech Production Applied to theStudy and Synthesis of Europesn Portuguese , EURASIP Journal on Applied Signal Processing, Vol. 9, No. 1, pp. 1-15, Jan 2005
  45. T. Lehn-Schioler, A. Hegde, D. Erdogmus, J. Principe, Information Theoretic Vector-Quantization , Natural Computing, Vol. 4, No. 1, pp. 39-51, Jan 2005
  46. Dongming Xu, Jose Principe, Dynamical Analysis of Neural Oscillators in an Olfactory Cortex Model , Trans. on Neural Networks, Vol. 15, No. 5, pp. 1053-1062, Sep 2004
  47. R. Morejon, J. Principe, Advanced Parameter Search Algorithms for Information-Theoretic Learning , Trans. on Neural Networks, Vol. 15, No. 4, pp. 874-884, Jul 2004
  48. D. Erdogmus, J. Principe, Lower and Upper Bounds for Misclassification Probability based on Renyi's Information , Journal of VLSI Signal Processing-Systems, Vol. 37, No. 2-3, pp. 305-317, Jun 2004
  49. Deniz Erdogmus, Kenneth E. Hild II, Marcelino Lazaro, Ignacio Santamaria, Jose C. Principe, Adaptive Blind Deconvolution of Linear Channels Using Renyi's Entropy with Parzen Estimation , Trans. on Signal Processing, Vol. 52, No. 6, pp. 1489-1498, Jun 2004
  50. Deniz Erdogmus, Kenneth E. Hild II, Yadunandana N. Rao, Jose C. Principe, Minimax Mutual Information Approach for Independent Components Analysis , Neural Computation, Vol. 16, No. 6, pp. 1235-1252, Jun 2004
  51. Justin C. Sanchez, Jose M. Carmena, Mikhail A. Lebedev, Miguel A.L. Nicolelis, John G. Harris, Jose C. Principe, Ascertaining the Importance of Neurons to Develop Better Brain-Machine Interfaces , Trans. on Biomedical Engineering, Vol. 51, No. 6, pp. 943-953, Jun 2004
  52. Y. Rao, J. Prinicpe. T. Wong, Fast RLS-Like Algorithm for Generalized Eigendecomposition and its applications , Journal of VLSI Signal Processing-Systems, Vol. 37, No. 2-3, pp. 333-334, Jun 2004
  53. D. Erdogmus, J. Principe, Information Theoretical lower and upper bounds for error probability of classifiers , Journal of VLSI Signal Processing-Systems, Vol. 37, No. 2-3, pp. 305-317, Jun 2004
  54. D. Erdogmus, Y. Rao, H. Peddaneni, A. Hegde, J. Principe, Recursive principal components analysis usingeigenvector matrix perterbation , EURASIP Journal on Applied Signal Processing, Vol. 2004, No. 13, pp. 2034-2041, Mar 2004
  55. D. Erdogmus, E.G. Larsson, R. Yan, J.C. Principe, J.R. Fitzsimmons, Asymptotic SNR-Performance of Some Image Combination Techniques for Phased-Array MRI , Signal Processing, Vol. 84, No. 6, pp. 997-1003, Dec 2003
  56. H. Zhang, M. Balaban, J. Principe, Improving Pattern Recognition of Electronic Nose Data with Time-Delay Neural Networks , Sensors and Actuators B: Chemical, Vol. 96, No. 1-2, pp. 385-389, Nov 2003
  57. Darmanjian, S; Sung Phil Kim, Nechyba, M.C.; Morrison, S; Principe, J.; Wessbert, J; Nicoleilis, MAL, Bimodal Brain-Machine Interface for Motor Contr Control of robotic prosthetic , Proc. of IEEE, Vol. 4, No. N/A, pp. 3612-3617, Oct 2003
  58. J. Gao, Y. Cao, L. Gu, J. Harris, J. Principe, Detection of weak transitions in signal dynamics using recurrence time statistics , Physics Letters A, Vol. 317, No. 1-2, pp. 64-72, Oct 2003
  59. Kenneth E. Hild II, Deniz Erdogmus, Jose C. Principe, Corrections to 'Blind Source Separation Using Renyi's Mutual Information' , Signal Processing Letters, Vol. 10, No. 8, pp. 250-250, Aug 2003
  60. Deniz Erdogmus, Jose C. Principe, Kenneth E. Hild II, On-Line Entropy Manipulation: Stochastic Information Gradient , Signal Processing Letters, Vol. 10, No. 8, pp. 242-245, Aug 2003
  61. Deniz Erdogmus, Jose C. Principe, Convergence Properties and Data Efficiency of the Minimum Error Entropy Criterion in ADALINE Training , Trans. on Signal Processing, Vol. 51, No. 7, pp. 1966-1978, Jul 2003
  62. Y. Rao, D. Erdogmus, G. Rao, J. Principe, Stochastic Error Whitening Algorithm for Linear Filter Estimation with Noisy Data , Neural Networks, Vol. 16, No. 5-6, pp. 873-880, Jul 2003
  63. S.P. Kim, J.C. Sanchez, D. Erdogmus, Y.N. Rao, J.C. Principe, M. Nicolelis, Divide-and-Conquer Approach for Brain Machine Interfaces: Nonlinear Mixture of Competitive Local Linear Models , Neural Networks, Vol. 16, No. 5-6, pp. 865-871, Jun 2003
  64. L. Iasemidis, D. Shiau, W. Chaowolitwongse, C. Sackellares, J. Principe, Adaptive epileptic seizure prediction system , Trans. on Biomedical Engineering, Vol. 50, No. 5, pp. 616-627, May 2003
  65. Vikas Sindhwani, Subrata Rakshit, Dipti Deodhar, Deniz Erdogmus, Jose C. Principe, Partha Niyogi, Feature Selection in MLPs and SVMs based on Maximum Output Information , Trans. on Neural Networks, Vol. 15, No. 4, pp. 937-948, Apr 2003
  66. I. Santamaria, R. Gonzalez, C. Pantaleon, J. Principe, Maximum Margin Equalizers trained with the Adatron Algorithm , Signal Processing, Vol. 83, No. 3, pp. 593-602, Mar 2003
  67. E. Gokcay, J. Principe, Information Theoretic Clustering , Trans. on Pattern Analysis and Machine Intelligence, Vol. 24, No. 2, pp. 158-171, Feb 2003
  68. Erik G. Larsson, Deniz Erdogmus, Rui Yan, Jose C. Principe, Jeffrey R. Fitzsimmons, SNR-optimality of Sum-of-Squares Reconstruction for Phased-Array Magnetic Resonance Imaging , Journal of Magnetic Resonance, Vol. 163, No. 1, pp. 121-123, Jan 2003
  69. Deniz Erdogmus, Kenneth E. Hild II, Jose C. Principe, Blind Source Separation Using Renyi's a-Marginal Entropies , NeuroComputing, Vol. 49, No. 1, pp. 25-38, Dec 2002
  70. Deniz Erdogmus, Yadunandana N. Rao, Kenneth E. Hild II, Jose C. Principe, Simultaneous Principal Component Extraction with Application to Adaptive Blind Multiuser Detection , EURASIP Journal on Applied Signal Processing, Vol. 2002, No. 12, pp. 1473-1484, Dec 2002
  71. J. Principe, N. Euliano, S. Garani, Principles and Networks for self-organization in space time , Neural Networks, Vol. 15, No. 8-9, pp. 1069-1083, Oct 2002
  72. Deniz Erdogmus, Jose C. Principe, Generalized Information Potential Criterion for Adaptive System Training , Trans. on Neural Networks, Vol. 13, No. 5, pp. 1035-1044, Sep 2002
  73. Deniz Erdogmus, Jose C. Principe, An Error-Entropy Minimization Algorithm for Supervised Training of Nonlinear Adaptive Systems , Trans. on Signal Processing, Vol. 50, No. 7, pp. 1780-1786, Jul 2002
  74. I. Santamaria, D. Erdogmus, J.C. Principe, Entropy Minimization for Supervised Digital Communications Channel Equalization , Trans. on Signal Processing, Vol. 50, No. 5, pp. 1184-1192, May 2002
  75. Deniz Erdogmus, Jose C. Principe, Kenneth E. Hild II, Beyond Second-Order Statistics for Learning: A Pairwise Interaction Model for Entropy Estimation , Natural Computing, Vol. 1, No. 1, pp. 85-108, May 2002
  76. Y. Rao, J. Principe, Time Series Segmentation Using a Novel Adaptive Eigendecomposition Algorithm , Journal of VLSI Signal Processing-Systems, Vol. 32, No. 1-2, pp. 7-17, Apr 2002
  77. Deniz Erdogmus, A. Umut Genc, Jose C. Principe, A Neural Network Perspective to Extended Luenberger Observers , Institute of Measurement and Control, Vol. 35, No. 2, pp. 10-16, Feb 2002
  78. J. Principe, V. Tavares, J. Harris, W. Freeman, Design and implementation of a biologically realistic olfactory cortex in alalog VLSI , Proc. of IEEE, Vol. 89, No. 7, pp. 1030-1051, Jul 2001
  79. Kenneth E. Hild II, Deniz Erdogmus, Jose Principe, Blind Source Separation Using Renyi's Mutual Information , IEEE Signal Processing Letters, Vol. 8, No. 6, pp. 174-176, Jun 2001
  80. Q. Zhao, J. Principe, Forming Large Margins with Support Vector Machines for Synthetic Aperture Radar Automatic Target Recognition , Trans. on Aerospace and Electronic Systems, Vol. 37, No. 2, pp. 643-654, Apr 2001
  81. Jose C. Principe, Dongxin Xu, Qun Zhao, John Fisher, Learning from examples with information theoretic criteria , Journal of VLSI Signal Processing-Systems, Vol. 26, No. 1-2, pp. 61-77, Aug 2000
  82. John Harris, Chiang-Jung Pu, Jose C. Principe, A biologically-inspired monaural sound localizer , Analog Integrated Circuits and Signal Processing, Vol. 23, No. 2, pp. 163-172, Jun 2000
  83. Qun Zhao, Jose C. Principe, Victor Brennan, Dongxin Xu, Z. Wang, Synthetic aperture radar automatic target recognition with three strategies of learning and representation , Optical Engineering, Vol. 39, No. 5, pp. 1230-1244, May 2000
  84. Jose C. Principe, Neil Euliano, W. Curt Lefebvre, Innovating adaptive, neural systems instruction with interactive electronic books , Proc. of IEEE, Vol. 88, No. 1, pp. 81-95, Jan 2000
  85. Chuan Wang, Jose C. Principe, Training neural networks with additive noise in the desired signal , Trans. on Neural Networks, Vol. 10, No. 6, pp. 1511-1517, Nov 1999
  86. V. Tavares, J. Principe, J. Harris, F&H Filter: a novel ultra-low , Electronics Letters, Vol. 35, No. 15, pp. 1226-1227, Jul 1999
  87. Frank Candocia, Jose C. Principe, Super-resolution of images based on local correlations , Trans. on Neural Networks, Vol. 10, No. 2, pp. 372-380, Mar 1999
  88. John Harris, Jui-Kuo Juan, Jose C. Principe, Analog hardware implementation of continuous-time adaptive filter structures , Analog Integrated Circuits and Signal Processing, Vol. 18, No. {2-3}, pp. 209-227, Feb 1999
  89. J. Hwang, S. Kung, M. Niranjan, Jose C. Principe, The past, present, and future of neural networks for signal processing , Signal Processing Magazine, Vol. 14, No. 6, pp. 28-48, Nov 1998
  90. Dongxin Xu, Jose C. Principe, Hsiao-Chun Wu, Generalized eigendecomposition with an on-line local algorithm , Signal Processing Letters, Vol. 5, No. 11, pp. 298-301, Nov 1998
  91. Jose C. Principe, Ludong Wang, Mark Motter, Local dynamic modeling with self-organizing maps and applications to nonlinear system identification and control , Proc. of IEEE, Vol. 86, No. 11, pp. 2240-2258, Nov 1998
  92. Craig Fancourt, Jose C. Principe, Competitive principle component analysis for locally stationary time series , Trans. on Signal Processing, Vol. 46, No. 11, pp. 3068-3081, Nov 1998
  93. C. Fancourt, J. Principe, Competitive prinicpal component analysis for locally stationary time series , Trans. on Signal Processing, Vol. 46, No. 11, pp. 3068-3082, Nov 1998
  94. Jose C. Principe, Munchurl Kim, John Fisher, Target discrimination in synthetic aperture radar (SAR) using artificial neural networks , Trans. on Image Processing, Vol. 7, No. 8, pp. 1136-1149, Aug 1998
  95. Frank Candocia, Jose C. Principe, Comments on sinc interpolation of discrete periodic signals , Trans. on Signal Processing, Vol. 46, No. 7, pp. 2044-2047, Jul 1998
  96. Jose C. Principe, A. Radisavljevic, John Fisher, M. Haytt, L. Novak, Target prescreening based on a quadratic gamma discriminator , Trans. on Aerospace and Electronic Systems, Vol. 34, No. 3, pp. 209-213, Jul 1998
  97. Simon Haykin, Jose C. Principe, Making sense of a complex world [chaotic events modeling] , Signal Processing Magazine, Vol. 15, No. 3, pp. 66-81, May 1998
  98. William Edmonson, K. Srinivasan, Chuan Wang, Jose C. Principe, A Global Least square algorithm for adaptive IIR filtering , Trans. on Circuits and Systems I: Theory and Applications, Vol. 45, No. 3, pp. 379-384, Mar 1998
  99. John Fisher, Jose C. Principe, Recent advances to nonlinear MACE filters , Optical Engineering, Vol. 36, No. 10, pp. 2697-2709, Oct 1997
  100. Odelia Schwartz, John Harris, Jose C. Principe, Modeling the precedence effect for speech using the gamma filter , Neural Networks, Vol. 12, No. 3, pp. 409-417, Mar 1997
  101. Neil Euliano, Jose C. Principe, P. Kulzer, A self-organizing temporal pattern recognizer with application to robot landmark recognition , Spatiotemporal Models in Biological and Artificial Systems, Vol. NIL, No. NIL, pp. 41-48, Nov 1996
  102. L. Fu, Hui-Huang Hsu, Jose C. Principe, Incremental Backpropagation Networks , Trans. on Neural Networks, Vol. 7, No. 3, pp. 757-761, May 1996
  103. Jose C. Principe, NeuroSolutions: an Object Oriented Evolution , PC AI Magazine, Vol. 9, No. 6, pp. 49-51, Nov 1995
  104. John Fisher, Jose C. Principe, A Nonlinear Extension of the Mace Filter , Neural Networks, Vol. 8, No. {7-8}, pp. 1131-1141, Oct 1995
  105. Donald Childers, Jose C. Principe, Y. Ting, K. Lee, Adaptive WRLS-VFF for speech analysis , Trans. on Signal Processing, Vol. 3, No. 3, pp. 209-213, May 1995
  106. Samel Celebi, Jose C. Principe, Parametric least squares approximation using gamma bases , Trans. on Signal Processing, Vol. 43, No. 3, pp. 781-784, Mar 1995
  107. J. Tracey, Jose C. Principe, Isolated word speech recognition using the focused gamma neural network , Journal of Artificial Neural Networks, Vol. 1, No. 4, pp. 481-499, Jun 1994
  108. Haan Go Choi, Jose C. Principe, A. Hutchison, Multiresolution Segmentation of respiratory EMG signals , Trans. on Biomedical Engineering, Vol. 41, No. 3, pp. 257-266, Mar 1994
  109. Jose C. Principe, James Kuo, Samel Celebi, An analysis of the gamma memory in dynamic neural networks , Trans. on Neural Networks, Vol. 5, No. 2, pp. 331-337, Mar 1994
  110. Tom Davis, Jose C. Principe, A Markov chain framework for the simple genetic algorithm , Journal of Evolutionary Computing, Vol. 1, No. 3, pp. 269-288, Nov 1993
  111. Jose C. Principe, T. Chang, S. Gala, Ana Maria Tome, Information processing models for sleep staging , Expert Systems with Applications, Vol. 6, No. NIL, pp. 399-409, Oct 1993
  112. Jose C. Principe, Bert deVries, Pedro Guedes de Oliveira, The gamma filter: a new class of adaptive IIR filters with restricted feedback , Trans. on Signal Processing, Vol. 41, No. 2, pp. 649-656, Feb 1993
  113. C. Koch, R. Palovcik, Jose C. Principe, Chaotic activity during iron induced `epileptiform' discharges in rat hippocampal slices , Trans. on Biomedical Engineering, Vol. 39, No. 11, pp. 1152-1160, Nov 1992
  114. Bert deVries, Jose C. Principe, The gamma model - A new neural model for temporal processing , Neural Networks, Vol. 5, No. 4, pp. 565-576, Jul 1992
  115. Jose C. Principe, Alok Rathie, Jyh-Ming Kuo, Prediction of chaotic time series with neural networks, the issue of dynamic modeling , Intl. Journal of Bifurcation and Chaos, Vol. 2, No. 4, pp. 989-996, May 1992
  116. Jose C. Principe, Seung-Hun Park, A distributed knowledge-based system for EEG processing in epilepsy , Automedica, Vol. 14, No. 0, pp. 81-99, Jun 1991
  117. Jose C. Principe, Taehwan Yoon, A new algorithm for the detection of tool breakage in milling , Intl. Journal of Machine Tools and Manufacture, Vol. 31, No. 4, pp. 443-454, Jun 1991
  118. R.A. Palovcik, S.A. Reid, Jose C. Principe, A. Albuquerque, 3-D computer animation of electrophysiological responses , Journal of Neuroscience Methods, Vol. 41, No. 1, pp. 1-9, Jan 1991
  119. S. Park, Jose C. Principe, J. Smith, TDAT - Time domain analysis tool for EEG analysis , Trans. on Biomedical Engineering, Vol. 37, No. 8, pp. 803-811, Aug 1990
  120. Tae G. Chang, Jack R. Smith, Jose C. Principe, A knowledge-based system for the automated on line classification of EEG/EOG signals , Journal of Microcomputer Applications, Vol. 10, No. 2, pp. 54-65, Mar 1990
  121. Jose C. Principe, S. Gala, T. Chang, Sleep staging automation based on the theory of evidence , Trans. on Biomedical Engineering, Vol. 36, No. 5, pp. 503-509, May 1989
  122. C. McLochlin, Jose C. Principe, J. Smith, A data compression algorithm for the electroencephalogram , Intl. Journal of Medical Informatics, Vol. 22, No. NIL, pp. 83-95, Mar 1988
  123. Pedro Guedes de Oliveira, Jose C. Principe, A. Cruz, Ana Maria Tome, HIDRA - A hierarchical instrument for distributed real-time analysis of biological signals , Trans. on Biomedical Engineering, Vol. BME-34, No. NIL, pp. 921-927, Dec 1987
  124. Francisco Vaz, Pedro Guedes de Oliveira, Jose C. Principe, A study of the best order for autoregressive EEG modeling , Intl. Journal of Medical Informatics, Vol. 20, No. NIL, pp. 41-50, Jan 1987
  125. Jose C. Principe, J. Smith, SAMICOS - A sleep analyzing microcomputer system , Trans. on Biomedical Engineering, Vol. {BME-33}, No. NIL, pp. 935-941, Oct 1986
  126. Jose C. Principe, Jack Smith, Design, implementation of linear phase FIR filters for biological signal processing , Trans. on Biomedical Engineering, Vol. {BME-33}, No. 6, pp. 550-559, Jun 1986
  127. Jose C. Principe, Jack Smith, Sleep spindle characteristics as a function of age , Sleep, Vol. 5, No. 1, pp. 73-84, Sep 1984
  128. Jose C. Principe, J. Smith, Microcomputer based system for the detection and quantification of Petit Mal Epilepsy , Computers in Biology and Medicine, Vol. 12, No. 2, pp. 87-95, May 1982

People

News

Research

Publications

Courses

CIBMI