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Conference Papers

  1. Rakesh Chalasani, Jose C. Principe, Deep Predictive Coding Networks , , (Accepted)
  2. Rakesh Chalasani, Jose C. Principe, Naveen Ramakrishnan, A Fast Proximal Method for Convolutional Sparse Coding , IJCNN, (Accepted)
  3. Pingping Zhu and Jose C. Principe, KERNEL RECURRENT SYSTEM TRAINED BY REAL-TIME RECURRENT LEARNING ALGORITHM , ICASSP, (Accepted)
  4. Zhu, Pingping and Principe, Jose C., KERNEL RECURRENT SYSTEM TRAINED BY REAL-TIME RECURRENT LEARNING ALGORITHM , ICASSP, (Accepted)
  5. Austin J. Brockmeier, Jose C. Principe, Anh Huy Phan, Andrzej Cichocki, A Greedy Algorithm for Model Selection of Tensor Decompositions , ICASSP, (Accepted)
  6. Rosha Pokharel, Sohan Seth, Jose C. Principe, Mixture Kernel Least Mean Square , IJCNN, (Accepted)
  7. Jongmin Lee, Pingping Zhu, and Jose C. Principe, A Parameter-free Kernel Design Based on Cumulative Distribution Function for Correntropy , IJCNN, (Accepted)
  8. Rakesh Chalasani; Jose C. Pincipe, Temporal Context in Object Recognition ", MLSP", Santander, Spain, pp. 1-6, 9 2012 DOI:10.1109/MLSP.2012.6349758
  9. Austin J. Brockmeier, John S. Choi, Matthew S. Emigh, Lin Li, Joseph T. Francis, and Jose C. Principe, Subspace Matching Thalamic Microstimulation to Tactile Evoked Potentials in Rat Somatosensory Cortex ", EMBS", , pp. 2957 -2960, 9 2012 DOI:10.1109/EMBC.2012.6346584
  10. Austin J. Brockmeier, Mehrnaz Kh. Hazrati, Walter J. Freeman, Lin Li, and Jose C. Principe, Locating Spatial Patterns of Waveforms during Sensory Perception in Scalp EEG ", EMBS", , pp. 2531-2534, 9 2012 DOI:10.1109/EMBC.2012.6346479
  11. Kittipat Kampa, Jose C. Principe, Duangmanee Putthividhya and Anand Rangarajan, DATA-DRIVEN TREE-STRUCTURED BAYESIAN NETWORK FOR IMAGE SEGMENTATION , ICASSP, (Accepted)
  12. Evan Kriminger, Choudur Lakshminarayan, and Jose Principe, Nearest neighbor distributions for imbalanced classification , IJCNN, (Accepted)
  13. Goktug T. Cinar, Jose C. Principe, Hidden State Estimation using the Correntropy Filter with Fixed Point Update and Adaptive Kernel Size , IJCNN, (Accepted)
  14. Badong chen, Songlin Zhao, Sohan Seth, Jose C. Principe, Online Efficient Learning with Quantized KLMS and L1 Regularization , IJCNN, (Accepted)
  15. David Martinez-Rego, Evan Kriminger, Jose Principe, Oscar Fontenla-Romero, and Amparo Alonso-Betanzos, One-class classifier based on extreme value statistics , ESANN, (Accepted)
  16. Jongmin Lee and Jose C. Principe, Correntropy-based Spectrum Sensing for Wireless Microphones in Man-made Noise Environments ", CIP", , pp. -, 0 2012 DOI:10.1109/CIP.2012.6232937
  17. Evan Kriminger, Choudur Lakshminarayan, and Jose C. Principe, Mixture of designer experts for multi-regime detection in streaming data , EUSIPCO, (Accepted)
  18. Rosha Pokharel, Jose C. Principe, Kernel Classifier with Corretropy loss ", IJCNN", CA, USA, pp. 1-6, 0 2012 DOI:10.1109/IJCNN.2012.6252721
  19. A. J. Brockmeier, B. Mahmoudi, J. C. Sanchez, and J. C. Principe, Efficient temporal decomposition of local field potentials ", MLSP", , pp. 1-6, 9 2011 DOI:10.1109/MLSP.2011.6064598
  20. S. Craciun, A. J. Brockmeier, A. D. George, H. Lam, and J. C. Principe, An information-theoretic approach to motor action decoding with a reconfigurable parallel architecture ", ICEMB", , pp. 4621-4624, 9 2011 DOI:10.1109/IEMBS.2011.6091144
  21. Bibhu Prasad Mishra, Jose C. Principe, Pablo A. Estevez, and Pavlos Protopapas, Estimation of periodicity in non-uniformly sampled astronomical data using a 2D kernel in correntropy ", MLSP", , pp. 1-6, 9 2011 DOI:10.1109/MLSP.2011.6064635
  22. Lin Li; Il Memming Park; Seth, S.; Choi, J.S.; Francis, J.T.; Sanchez, J.C.;Principe, J.C., An adaptive decoder from spike trains to micro-stimulation using kernel least-mean-squares (KLMS) ", MLSP", , pp. 1-6, 9 2011 DOI:10.1109/MLSP.2011.6064603
  23. Kittipat Kampa, Duangmanee Putthividhya and Jose C. Principe, Irregular Tree-Structured Bayesian Network for image segmentation ", MLSP", Beijing, China, pp. 1-6, 9 2011 DOI:10.1109/MLSP.2011.6064604
  24. Songlin Zhao, Badong Chen, and Jose C. Principe, Kernel Adaptive Filtering with Maximum Correntropy Criterion ", IJCNN", CA, USA, pp. -, 7 2011
  25. Kittipat Kampa, Erion Hasanbelliu and Jose C. Principe, Closed-form cauchy-schwarz PDF divergence for mixture of Gaussians ", IJCNN", San Jose, CA, pp. 2578 -2585, 7 2011 DOI:10.1109/IJCNN.2011.6033555
  26. Evan Kriminger, Choudur Lakshminarayan, and Jose C. Principe, Modified embedding for multi-regime detection in nonstationary streaming data ", ICASSP", , pp. -, 5 2011
  27. Sohan Seth, Austin J. Brockmeier, Jose C. Principe, A metric approach toward point process divergence ", ICASSP", , pp. 2104-2107, 5 2011 DOI:10.1109/ICASSP.2011.5946741
  28. Kittipat Kampa, Jose C. Principe, J. Tory Cobb and Anand Rangarajan, Deformable Bayesian networks for data clustering and fusion ", SPIE", Orlando, FL, pp. -, 5 2011 DOI:10.1117/12.883096
  29. Austin J. Brockmeier, Evan G. Kriminger, Justin C. Sanchez, and Jose C. Principe, Latent State Visualization of Neural Firing Rates ", EMBS-NE", , pp. 144-147, 4 2011 DOI:10.1109/NER.2011.5910509
  30. Evan Kriminger and Haniph Latchman, Markov Chain Model of HomePlug CSMA MAC for determining optimal fixed contention window size ", ", , pp. -, 4 2011
  31. Rakesh Chalasani, Jose C. Principe, Sparse Analog Associative Memory via L1-Regularization and Thresholding ", IJCNN", , pp. 1994-1999, 0 2011 DOI:10.1109/IJCNN.2011.6033470
  32. Goktug T. Cinar, Jose C. Principe, Adaptive Background Estimation using an Information Theoretic Cost for Hidden State Estimation ", IJCNN", Proceedings of IJCNN 2011, pp. 489-494, 0 2011 DOI:10.1109/IJCNN.2011.6033261
  33. Alexander Singh Alvarado, Choudur Lakshminarayan, and Evan Kriminger, Local frequency-based estimators for anomaly detection in oil and gas applications ", ", , pp. -, 0 2011
  34. Songlin Zhao, Jose C. Principe, A Non-parametric Information Theoretic Approach for Change Detection in Time Series ", IJCNN", CA, USA, pp. -, 0 2011
  35. Rakesh Chalasani, Goktug T. Cinar and Jose C. Principe, Sequential Causal Estimation And Learning From Time Varying Images , IJCNN, (Accepted)
  36. A. J. Brockmeier, J. S. Choi, M. M. DiStasio, J. T. Francis, and J. C. Principe, Optimizing microstimulation using a reinforcement learning framework ", ICEMB", , pp. 1069-1072, 0 2011 DOI:10.1109/IEMBS.2011.6090249
  37. S. Seth, A. J. Brockmeier, J. S. Choi, M. Semework, J. T. Francis, and J. C. Principe, Evaluating dependence in spike train metric spaces ", IJCNN", , pp. 2645-2652, 0 2011 DOI:10.1109/IJCNN.2011.6033564
  38. Pingping Zhu, Badong Chen, Jose C. Principe, Extended Kalman Filter Using a Kernel Recursive Least Squares Observer ", IJCNN", CA, USA, pp. 1402-1408, 0 2011 DOI:10.1109/IJCNN.2011.6033388
  39. Sohan Seth, Park Il, Austin Brockmeier, Mulugeta Semework, John Choi, Joseph Francis, and Jose Principe, A novel family of non-parametric cumulative based divergences for point processes ", NIPS", Vancouver, BC, Canada, pp. 2119-2127, 12 2010
  40. Kittipat Kampa, Jose C. Principe and K. Clint Slatton, Dynamic factor graphs: A novel framework for multiple features data fusion ", ICASSP", Dallas, TX, pp. 2106-2109, 3 2010 DOI:10.1109/ICASSP.2010.5495145
  41. Austin J. Brockmeier, Il Park, Babak Mahmoudi, Justin C. Sanchez, Jose C. Principe, Spatio-Temporal Clustering of Firing Rates for Neural State Estimation ", ICEMB", , pp. 6023-6026, 0 2010 DOI:10.1109/IEMBS.2010.5627600
  42. Yiwen Wang, Justin Sanchez, Jose Principe, Selecting Neural Subsets for Kinematics Decoding by Information Theoretical Analysis in Motor Brain Machine Interfaces ", IJCNN", , pp. 3275-3280, 6 2009
  43. Il Park, Jose C. Principe, Quantification of Inter-trial Non-stationarity in Spike Trains from Periodically Stimulated Neural Cultures , ICASSP, (Accepted)
  44. Yiwen Wang, Jose Principe, A Synthetic Averaging Method on Point Process for Motor Brain Machine Interfaces ", IEEE Int. Workshop on Machine Learning for Signal Processing", N/A, pp. 79-84, 10 2008
  45. Yiwen Wang, Jose C. Principe, Tracking the Non-Stationary Neuron Tuning by Dual Kalman Filter for Brain Machine Interfaces Decoding ", EMBC", N/A, pp. 1720-1723, 8 2008
  46. Il Park, Jose C. Principe, Correntropy based Granger Causality ", ICASSP", Nevada, USA, pp. -, 4 2008
  47. A. Barreto, J. Principe, S. Reid (1991), Spatio-temporal localization and display of focal epileptic activity from the electrocortocigram (ECoG ", Intl. Conf. of Engineering in Medicine and Biology Society", Orlando, FL, pp. 435-436, 10 2007
  48. H-H Hsu, J. Principe (1991), Visualization Of Epileptic Spikes In State Space ", Annual Int. Conf. IEEE-EMBS", Orlando, FL, pp. 1191-1192, 10 2007
  49. J. Principe, P-C. Lo (1991), Estimation of Lyapunov Exponents from the EEG ", Annual Int. Conf. IEEE-EMBS", Orlando, FL, pp. 2230-2231, 9 2007
  50. N. Mammone, F. Morabito, J. Principe, Visualization of the Short Term Maximum Lyapunov Exponent Topography in the Epileptic Brain ", Intl. Conf. of Engineering in Medicine and Biology Society", New York NY, pp. 4257-4260, 8 2007
  51. Yiwen Wang; Paiva, A.R.C.; Principe, J.C.; Sanchez, J.C., A Monte Carlo Sequential Estimation of Point Process Optimum Filtering for Brain Machine Interfaces ", Intl. Joint Conf. on Neural Networks", Orlando, FL, pp. 2250-2255, 8 2007
  52. D. Brenner, J. Principe, K. Doty (1991), Neural network classification of metal surface properties using a dynamic touch sensor ", Intl. Joint Conf. on Neural Networks", Seattle, WA, pp. 189-194, 7 2007
  53. J. Principe, J-M. Kuo (1993), Noise reduction in state space using the focused gamma neural network ", Proc. of SPIE", Adelaide, Australia, pp. 326-331, 7 2007
  54. J. Principe, J. Tracey (1993), Isolated-word Speech Recognition using the Focused Gamma Neural Network ", World Congress on Neural Networks", Portland, OR, pp. 87-100, 7 2007
  55. J. Principe, L. Turner (1994), Word Spotting with the Gamma Neural Model ", World Congress on Neural Networks", San Diego, CA, pp. 502-505, 6 2007
  56. J. Principe, M. Motter (1994), System Identification with Dynamic Neural Networks ", World Congress on Neural Networks", San Diego, CA, pp. 284-289, 6 2007
  57. K Rambo, R. Fox, W. Eisenstadt, D. Langford, J. Principe, R. Palocik (1991), VLSI silicon based prosthesis for in vitro measurement of neural activity ", IEEE Custom Integrated Circuits Conf.", San Diego, CA, pp. 27.71-27.74, 5 2007
  58. Ruijiang Li, Jose Principe, Margaret Bradley, Vera Ferrari, Single-trial ERP estimation based on spatio-temporal filtering ", Neural Engineering Informatics", Hawaii, USA, pp. 538-541, 5 2007
  59. David Cheney, Aik Goh, Jie Xu, Karl Gugel, John G. Harris, Justin C. Sanchez, Jose C. Principe, Wireless, In Vivo Neural Recordings Using a Custom Integrated Bioamplifier andthe Pico System ", Neural Engineering Informatics", Hawaii, USA, pp. 19-22, 5 2007
  60. Jack DiGiovanna, Babak Mahmoudi, Jeremiah Mitzelfelt, Justin C. Sanchez, Jose C. Prinicpe, Brain-Machine Interface Control via Reinforcement Learning ", Neural Engineering Informatics", Hawaii, USA, pp. 530-533, 5 2007
  61. Yiwen Wang, Justin C. Sanchez, Jose C. Principe, Information Theoretical Estimators of Tuning Depth and Time Delay for Motor Cortex Neurons ", Neural Engineering Informatics", Hawaii, USA, pp. 502-505, 5 2007
  62. Christy L. Rogers, John G. Harris, Jose C. Principe, Justin C. Sanchez, A Pulse-based feature extractor for spike sorting neural signals ", Neural Engineering Informatics", Hawaii, USA, pp. 490-493, 5 2007
  63. J. Principe, K. Gugel, A. Adkins, S. Eatemadi (1990), Multi-rate Sampling of Digital Audio Equalizer ", IEEE SoutheastCon", Williamsburg, VA, pp. 499-502, 4 2007
  64. Aysegul Gunduz, Mustafa C. Ozturk, Justin C. Sanchez, and Jose C. Principe, Echo State Networks for Motor Control of Human ECoG Neuroprosthetics ", Neural Engineering Informatics", Hawaii, USA, pp. 514-517, 4 2007
  65. B. De Vries, J. Principe, P. Guedes de Oliveira (1991), Adaline with adaptive recursive memory ", Intl. Work. on Neural Networks for Signal Processing", Princeton, NJ, pp. 101-110, 1 2007
  66. J. Principe, T. Yoon (1990), A numeric-symbolic approach to tool breakage direction ", Sensors Expo and Conf.", Long Beach CA, pp. 301B1-301B8, 1 2007
  67. J. Fisher, J. Principe (1994), Formulation of the MACE fulter as a linear associative memory ", IEEE World Congress on Computational Intelligence", Orlando, FL, pp. 2934-2937, 1 2007
  68. D. Brenner, K. Doty, M. Moallem, G. Ragner, J. Principe (1990), Development of a Neural Network based dynamic touch sensory system ", Sensors Expo and Conf.", Long Beach CA, pp. 301A1-301A1, 1 2007
  69. J. Principe, P-C. Lo (1990), Chaotic Dynamics of Time-Delay Neural Networks ", Intl. Joint Conf. on Neural Networks", San Diego, CA, pp. 367-372, 1 2007
  70. T. Yoon, J. Principe (1990), A Knowledge-Based Supervision Model for Machine Tools ", Computer Software and Applications Conf.", Orlando, FL, pp. 779-780, 1 2007
  71. Y. Rao, D. Erdogmus, J. Principe, Error whitening criterion for linear filter estimation ", Intl. Joint Conf. on Neural Networks", Portland, Oregon, pp. 1447-1452, 1 2007
  72. I. Santamaria, C. Pantaleon, L. Vielva, J. Principe, A fast algorithm for adaptive blind dqualization using order-/spl alpha/Renyi's entropy ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Orlando, FL, pp. 2657-2660, 1 2007
  73. D. Erdogmus, J. Principe, L. Vielva, Blind deconvolution with minimal Renyi's entropy ", European Signal Processing Conf.", , pp. 71-74, 1 2007
  74. D. Erdogmus, J. Principe, S.-P Kim, J. Sanchez, A recursive Renyi's entropy estimator ", American Control Conf.", Martigni, Switzerland, pp. 209-217, 1 2007
  75. Y Rao, J. Principe, An RLS type algorithm for generalized eigendecomposition ", Intl. Work. on Neural Networks for Signal Processing", Falmouth, MA, pp. 263-272, 1 2007
  76. V. Tavares, J. Principe, J. Harris, A silicon olfactory bulb oscillator ", IEEE Intl. Symposium on Circuits and Systems", Geneva, Switzerland, pp. 397-400, 1 2007
  77. J. DiGiovanna, J. Sanchez, J. Principe, Improved Linear BMI Systems vis Population Averaging ", Intl. Conf. of Engineering in Medicine and Biology Society", Vancouver, CA, pp. 1608-1611, 9 2006
  78. Sudhir Rao, Allan de Medeiros Martins, Weifeng Liu, Jose C. Principe, Information Theoretic Mean Shift Algorithm ", Intl. Work. on Neural Networks for Signal Processing", Maynooth, Ireland, pp. -, 9 2006
  79. António R. C. Paiva, José C. Príncipe and Justin C. Sanchez, Gravity Transform for Input Conditioning in Brain Machine Interfaces ", Annual Int. Conf. IEEE-EMBS", New York City, NY, USA, pp. -, 9 2006
  80. S. Darmanjian, G. cieslewski, S. Morrison, B. Dang, K. Gugel, J. Principe, A Reconfigurable Neural Signal Processor (NSP) for Brain Machine Interfaces ", Intl. Conf. of Engineering in Medicine and Biology Society", Vancouver, CA, pp. 2502-2506, 8 2006
  81. Y. Wang, J. Sanchez, J. Principe, J. Mitzelfelt, A. Gunduz, Analysis of the Correlation between Local Field Potentials and Neuronal Firing Rate in the Motor Cortex ", Intl. Conf. of Engineering in Medicine and Biology Society", Vancouver, CA, pp. 6186-6188, 8 2006
  82. P. Li, J. Principe, R. Bashirullah, A Wireless Power Interface for Rechargable Battery Operated Neural Recording Implants ", Intl. Conf. of Engineering in Medicine and Biology Society", New York, NY, pp. 6253-6256, 8 2006
  83. N. mamone, F. Morabito, J. Principe, Visualization of the Short Term Lyapunov Exponent Topography in the Epileptic Brain ", Annual Int. Conf. IEEE-EMBS", Vancouver, CA, pp. 4257-4260, 8 2006
  84. S. Nair, C. Sackellares, D-S. Shiau, W. Norman, L. Dance, P. Pardalos, J. Principe, P. Carney, Effects of Acute Hippocampal Stimulation on EEG Dynamixs ", Annual Int. Conf. IEEE-EMBS", Vancouver, CA, pp. 4382-4386, 8 2006
  85. R. Li, J. Principe, Blinking Artifact Removal in Cognitive EEG Data using ICA ", Intl. Conf. of Engineering in Medicine and Biology Society", Vancouver, CA, pp. 6273-6278, 8 2006
  86. J. Sanchez, P. Carney, J. Principe, Analysis of Amplitude Modulated Control Features for ECoG Neuroprosthetics ", Intl. Conf. of Engineering in Medicine and Biology Society", New York NY, pp. 5468-5471, 8 2006
  87. G. Cieslewski, D. Cheney, K. Gugel, J. Sanchez, J. Prinicpe, Neural Signal Sampling via the Low Power Wireless Pico System ", Intl. Conf. of Engineering in Medicine and Biology Society", New York, NY, pp. 5904-5907, 8 2006
  88. A. Hegde, J. Principe, On Spatio-Tempporal Dependency Changes in Epileptic Intracranial EEG: A Statistical Assessment ", Intl. Conf. of Engineering in Medicine and Biology Society", New York, NY, pp. -, 8 2006
  89. Y. Wang, J. Sanchez, J. Principe, J. Mitzelfelt, A. Gunduz, Analysis of the Correlation between Local Field Potentials and Neuronal Firing Rate in the Motor Cortex ", Intl. Conf. of Engineering in Medicine and Biology Society", New York City, NY, pp. 6186-6188, 8 2006
  90. D. Goswami, Y. Zheng, T. DeMarse, J. Principe, Towards the Modeling of Dissociated Cortical Tissue in the Liquid State Machine Framework ", Intl. Joint Conf. on Neural Networks", Montreal, ON, pp. 2179-2183, 7 2006
  91. Seungju Han, Jose Principe, A fixed-point minimum error entropy algorithm ", IEEE Int. Workshop on Machine Learning for Signal Processing", Maynooth, Ireland, pp. 167-172, 7 2006
  92. Kyu-Hwa Jeong, Jose C. Principe, THE CORRENTROPY MACE FILTER FOR IMAGE RECOGNITION ", IEEE Int. Workshop on Machine Learning for Signal Processing", Maynooth, Ireland, pp. 9-14, 7 2006
  93. W. Liu, P. Pokharel, J. Principe, Error Engropy, Correntropy, and M-Estimation ", IEEE Int. Workshop on Machine Learning for Signal Processing", Maynooth, Ireland, pp. 179-184, 7 2006
  94. S. Darmanjian, S-P. Kim, M. Nechyba, J. Principe, J. Wessberg, M. Nocolelis, Independently coupled HMM Switching Classifier for a Bimodel Brain-Machine Interface ", IEEE Int. Workshop on Machine Learning for Signal Processing", Maynooth, Ireland, pp. 379-384, 7 2006
  95. A. Gunduz, A. Hegde, J. Principe, Correntropy as a Novel Measure for Nonlinearity Tests ", Intl. Joint Conf. on Neural Networks", Vancouver, BC, pp. 1856-1862, 7 2006
  96. J-W. Xu, P. Pokharel, A. Paiva, J. Principe, Nonlinear Component Analysis Based on Correntropy ", Intl. Joint Conf. on Neural Networks", Vancouver, BC, pp. 1851-1855, 7 2006
  97. R. Jenssen, D. Erdogmus, J. Principe, T. Eltoft, Information Theoretic Angle-Based Spectral Clustering: A Theoretical Analysis and an Algorithm ", Intl. Joint Conf. on Neural Networks", Vancouver, BC, pp. 4904-4911, 7 2006
  98. I. Park, D. Xu, T. DeMarse, J. Principe, Modeling of Synchronized Burst in Dissociated Cortical Tissue: An Exploration of Parameter Space ", Intl. Joint Conf. on Neural Networks", , pp. 581-586, 7 2006
  99. Y. Wang, A. Paiva, J. Principe, A Monte Carlo Sequential Estimation for Point Process Optimum Filtering ", Intl. Joint Conf. on Neural Networks", Vancouver, BC, pp. 1846-1850, 7 2006
  100. D. Han, J. Principe, L. Yang, I. Santamaria, J. Via, Robust Blind SIMO Channel Estimation ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Toulouse, France, pp. 125-128, 5 2006
  101. J-W. Xu, P. Pokharel, K-H. Jeong, J. Principe, An Explicit Construction of a Reproducing Gaussian Kernel Hilbert Space ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Toulouse, France, pp. V-573-V-576, 5 2006
  102. Seungju Han, Sudhir Rao, Kyu-Hwa Jeong, Jose Principe, A Normalized Minimum Error Entropy Stochastic Algorithm ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Proceedings of ICASSP’06, pp. V-609-V-612, 5 2006
  103. Sudhir Rao, Justin C. Sanchez, Seungju Han, Jose C. Principe, Spike Sorting using non Parametric Clustering via Cauchy Schwartz pdf Divergence ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Toulouse, France, pp. 881-884, 5 2006
  104. Kyu-Hwa Jeong, Puskal P. Pokharel, Jian-Wu Xu, Seungju Han, Jose C. Principe, KERNEL BASED SYNTHETIC DISCRIMINANT FUNCTION FOR OBJECT RECOGNITION ", Intl. Conf. on Acoustics, Speech, and Signal Processing", France, pp. 765-768, 5 2006
  105. P. Pokharel, R. Agrawal, J. Principe, A Closed Form Solution for a Nonlinear Wiener Filter ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Toulouse, France, pp. 720-723, 5 2006
  106. J. Fortes, R. Figueiredo, L. Hermer-Vazquez, J. Principe, J. Sanchez, A New Architecture for Deriving Dynamic Brain-Machine Interfaces ", International Conference on Computational Science", Reading, UK, pp. 546-553, 5 2006
  107. Seungju Han, Sudhir Rao, and Jose Principe, Estimating the Information Potential with the Fast Gauss Transform ", Intl. Conf. on ICA and Signal Separation", Proceedings of ICA’06, pp. 82-89, 3 2006
  108. Antonio R.C. Paiva, Jian-Wu Xu, and Jose C. Principe, Kernel Principal Components are Maximum Entropy Projections ", Intl. Conf. on ICA and Signal Separation", Charleston, SC, USA, pp. 846-853, 3 2006
  109. Seungju Han; Sudhir Rao; Erdogmus, D.; Principe, J.;, AN IMPROVED MINIMUM ERROR ENTROPY CRITERION WITH SELF ADJUSTING STEP-SIZE ", Intl. Work. on Neural Networks for Signal Processing", MLSP, 2005 IEEE Workshop on, pp. 317-322, 9 2005
  110. A. Gunduz, J. Principe, W. Freeman, Online Detection of Perceptual Signatues in Multichannel ECoG ", Annual Int. Conf. IEEE-EMBS", Shanghai, China, pp. 3683-3686, 9 2005
  111. Kyu-Hwa Jeong, Jian-Wu Xu, Jose C. Principe, An Information Theoretic Approach to Adaptive System Training Using Unlabeled Data ", Intl. Joint Conf. on Neural Networks", Montreal, Canada, pp. -, 7 2005
  112. Yiwen Wang, Sung-Phil Kim, Jose C. Principe, Comparison of TDNN Training Algorithms in Brain Machine Interfaces ", Intl. Joint Conf. on Neural Networks", Montreal, Canada, pp. 2459-2462, 7 2005
  113. Dongho Han; Sung-Phil Kim; Principe, J.C.;, Sparse channel estimation with regularization method using convolution inequality for entropy ", Intl. Joint Conf. on Neural Networks", , pp. 2359-2362, 7 2005
  114. M. Ozturk, D. Xu, J. Principe, Computing with Transietnly Stable States ", Intl. Joint Conf. on Neural Networks", Montreal, ON, pp. 1467-1472, 7 2005
  115. Han, D.; Principe, J.C.; Yang, L.; Santamaria, I.; Via, J.;, Structural risk minimization for robust blind identification of sparse SIMO channels ", Signal Proc. Advances in Wireless Communications", New York, pp. 806-810, 6 2005
  116. Jian-Wu Xu, Deniz Erdogmus, Jose C. Principe, Minimum Error Entropy Luenberger Observer ", American Control Conf.", Portland, Oregon USA, pp. -, 6 2005
  117. Y. Rao, D. Erdogmus, S-P Kim, J. Sanchez, J. Principe, J. Carmena, M. Nicolelis, M. Lebedev, Learning mappings in brain machine interfaces with echo state networks ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Philadelphia PA, pp. v-233-v-236, 5 2005
  118. R. Jenssen, D. Erdogmus, J. Principe, T. Eltoft, The Laplacian Spectral Classifier ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Philadelphia PA, pp. v-325-v-328, 5 2005
  119. D. Erdogmus, Y. Rao, J. Principe, Supervised Training of Adaptive Systems with Partially Labeled Data ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Philadelphia PA, pp. v321-v324, 4 2005
  120. Christy L. Rogers, John G. Harris, Jose C. Principe, and Justin C. Sanchez, AN ANALOG VLSI IMPLEMENTATION OF A MULTI-SCALE SPIKE DETECTION ALGORITHM FOR EXTRACELLULAR NEURAL RECORDINGS ", IEEE EMBS Neural Engineering Conference", Arlington, Virginia, pp. 213-216, 3 2005
  121. Jian-Wu Xu, Deniz Erdogmus, Robert Jenssen, Jose C. Principe, AN INFORMATION-THEORETIC PERSPECTIVE TO KERNEL INDEPENDENT COMPONENTS ANALYSIS ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Philadelphia, USA, pp. 249-252, 3 2005
  122. A. Paiva, J. Principe, J. Sanchez, Compression of Spike Data using the Self Organizing Map ", American Control Conf.", Washington, DC, pp. v-viii, 3 2005
  123. Christy L. Rogers and John G. Harris, A low-power analog spike detector for extracellular neural recordings ", IEEE Intl. Conf. on Electronics, Circuits and Systems", Tel-Aviv, Israel, pp. 290-293, 12 2004
  124. R. Jenssen, D. Erdogmus, J.Principe, T. Eltoft, The Laplacian PDF Distance; A Cost Function for Clustering in a Kernel Feature Space ", Neural Information Processing Systems", Vancouver, BC, Canada, pp. 1-8, 12 2004
  125. S-.P.Kim, Y.N.Rao, D.Erdogmus, J.C.Principe, Tracking multivariate time-variant systems based on on-line variable selection ", Intl. Work. on Neural Networks for Signal Processing", Sao Luis, Brazil, pp. -, 9 2004
  126. Jian-Wu Xu, Deniz Erdogmus, Yadunandana N. Rao, Jose C. Principe, Minimax Mutual Information Approach for ICA of Complex-Valued Linear Mixtures ", Intl. Conf. on ICA and Signal Separation", Spain, pp. 311-318, 9 2004
  127. Kim, P., Y. Rao, D. Erdogmus, J. Principe, Tracking of Multivariate time-Varying Systems Based on On-Line Variable Selection ", IEEE Int. Workshop on Machine Learning for Signal Processing", Sao Luis, Brazil, pp. 123-132, 9 2004
  128. H. Peddaneni, D. Erdogmus, Y. Rao, A. Hegde, J. Principe, Recursive Principal Components Analysis using eigenvector matrix perterbation ", Intl. Conf. on ICA and Signal Separation", Sao Luis, Brazil, pp. 83-92, 9 2004
  129. D. Erdogmus, R. Jenssen, Y. Rao, J. Principe, Multivariate density estimation with optimal marginal parzen density estimation and gaussianization ", Intl. Conf. on ICA and Signal Separation", Sao Luis, Brazil, pp. 73-82, 9 2004
  130. H. Liu, K. Hild, J. Gao, D. Erdogmus, J. Principe, C. Sackellares, Evaluation of a BSS algorithm for artifacts rejection in epileptic seizure detection ", Intl. Conf. of Engineering in Medicine and Biology Society", San Francisco, CA, pp. 91-94, 9 2004
  131. H. Liu, J. Gao, K. Hild, J. Principe, C. Sackellares, Epileptic seizure detection from ECoG using recurrence time statistics ", Intl. Conf. of Engineering in Medicine and Biology Society", San Francisco, CA, pp. 29-32, 9 2004
  132. D. Chen, J. Harris, J. Principe, A bio-amplifier with pulse output ", Intl. Conf. of Engineering in Medicine and Biology Society", San Francisco, CA, pp. 4071-4074, 9 2004
  133. J. Sanchez, J. Principe, J. Carmena, M. Lebedev, M. Nicoleilis, Simultaneus prediction of four kinematic variables for a brain-machine interface using a single recurrent neural network ", Intl. Conf. of Engineering in Medicine and Biology Society", San Francisco, CA, pp. 5321-5324, 9 2004
  134. A. Hegde, D. Erdogmus, J. Principe, Synchronization analysis of epileptic ECOG data using SOM-based SI measure ", Intl. Conf. of Engineering in Medicine and Biology Society", San Francisco, CA, pp. 952-955, 9 2004
  135. B. Davis, J. Principe, J. Fortes, Design and performance Analysis of Nanoscale Content-Addressable Memories ", IEEE Conference on Nanotechnology", Munich, Germany, pp. 1-4, 8 2004
  136. Dongho Han; Rao, Y.N.; Principe, J.C.; Gugel, K.;, Real-time PCA (principal component analysis) implementation on DSP ", Intl. Joint Conf. on Neural Networks", , pp. 2159-2162, 7 2004
  137. A. Hegde, D. Erdogmus, Y. Rao, J. Principe, Vector Quantization by density matching in the minimum Kullback-Liebler divergence sense ", Intl. Joint Conf. on Neural Networks", Budapest, Hungary, pp. 105-108, 7 2004
  138. R. Jenssen, T. Eltoft, J. Principe, Information Theoretic Spectral Clustering ", Intl. Joint Conf. on Neural Networks", Budapest, Hungary, pp. 111-116, 7 2004
  139. Dongming Xu, Jose Principe and John Harris, LOGIC COMPUTATION USING COUPLED NEURAL OSCILLATORS ", IEEE Intl. Symposium on Circuits and Systems", Vancouver, Canada, pp. 788-791, 5 2004
  140. Jian-Wu Xu, Deniz Erdogmus, Jose C. Principe, MINIMIZING FISHER INFORMATION OF THE ERROR ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Montreal, canada, pp. 513-516, 5 2004
  141. D. Erdogmus, Y.N. Rao, J.C. Principe, Gaussianizing Transformations for ICA ", Intl. Conf. on ICA and Signal Separation", Granada, Spain, pp. 26-32, 3 2004
  142. L. Sehn-Schioler, D. Erdogmus, J. Principe, Parzen Particle Filters ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Montreal, Canada, pp. V781-V784, 1 2004
  143. J-W. Xu, D. Erdogmus, M. Ozturk, J. Principe, Recursive Renyi's Estimator for Adaptive Filtering ", International Symposium on Signal Processing and Information Technology", Darmstadt, Germany, pp. 134-137, 12 2003
  144. Darmanjian, S; Sung Phil Kim, Nechyba, M.C.; Morrison, S; Principe, J.; Wessbert, J; Nicoleilis, MAL, Bimodal Brain-Machine Interface for Motor Control of Robotic Prosthetic ", ", Las Vegas, Nevada, USA, pp. 3612-3617, 10 2003 DOI:10.1109/IROS.2003.12
  145. J.C. Sanchez, D. Erdogmus, Y.N. Rao, S.P. Kim, M. A. Nicolelis, J. Wessberg, J.C. Principe, Interpreting Neural Activity Through Linear and Nonlinear Models for Brain Machine Interfaces ", Intl. Conf. of Engineering in Medicine and Biology Society", Cancun, Mexico, pp. 2160-2163, 9 2003
  146. Jeongho Cho, Jose C. Principe and Mark A. Motter, Local Hammerstein Modeling Based on Self-Organizing Map ", Intl. Work. on Neural Networks for Signal Processing", , pp. 20-24, 9 2003
  147. Y. Rao,D. Erdogmus, G. Rao, J. Principe, Fast error whitening algorithms for system identification and control ", Intl. Work. on Neural Networks for Signal Processing", Toulouse, France, pp. 309-318, 9 2003
  148. S.P. Kim, J.C. Sanchez, D. Erdogmus, Y.N. Rao, J.C. Principe, M. A. Nicolelis, Modeling the Relation from Motor Cortical Neuronal Firing to Hand Movements Using Competitive Linear Filters and a MLP ", Intl. Joint Conf. on Neural Networks", Portland, Oregon, pp. 332-336, 7 2003
  149. D. Erdogmus, O. Fontenla-Romero, J. Principe, A. Alonso-Betanzos, E. Castillo, R. Jenssen, Accurate initialization of neural network weights by backpropagationof the desired response ", Intl. Joint Conf. on Neural Networks", Portland, Oregon, pp. 2005-2010, 7 2003
  150. A. Lin, K.S. Gugel, J. Principe, Feasibility of fixed-point transversal adaptive filters in FPGA devices with embedded DSP blocks ", International Workshop on System-on-Chip for Real-Time Applications", Calgary, Alberta, Canada, pp. 157-160, 6 2003
  151. Jeongho Cho, Jose C. Principe and Mark A. Motter, A Local Linear Modeling Paradigm with a Modified Counterpropagation Network ", Intl. Joint Conf. on Neural Networks", , pp. 34-38, 5 2003
  152. Dongming Xu; Liping Deng; John G. Harris; Jose C. Principe, Design of a reduced KII set and network in analog VLSI ", Intl. Joint Conf. on Neural Networks", , pp. 837-840, 5 2003
  153. R. Yan, D. Erdogmus, E.G. Larsson, J.C. Principe, J.R. Fitzsimmons, Image Combination for High-Field Phased-Array MRI ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Hong Kong, China, pp. 1-4, 4 2003
  154. Sung-Phil Kim, Yadunandana N. Rao, Deniz Erdogmus, Jose C. Principe, A Hybrid Subspace Projection Method for System Identification ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Hong Kong, pp. VI312-VI324, 4 2003
  155. M. Lazaro, I. Santamaria, C. Pantaleon, D. Erdomus, K.E. Hild II, J.C. Principe, Blind equalization by sampled pdf fitting ", Intl. Conf. on ICA and Signal Separation", Nara, Japan, pp. 1041-1046, 4 2003
  156. D. Erdogmus, Y. Rao, M. Ozturk, L. Vielva, J. Principe, On the convergence of SIPEX ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Hong Kong, pp. 697-700, 4 2003
  157. M. Lazaro, I. Santamaria, C. Pantaleon, D. Erdogmus, J. Principe, Matched pdf-based blind equalization ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Hong Kong, pp. 297-300, 4 2003
  158. C. Lai, D. Erdogmus, J. Principe, Echo cancellation by global optimization of Kautz filters using an information theoretic criteri0n ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Hong Kong, pp. VI197-VI200, 4 2003
  159. S-P. Kim, Y. Rao, D. Erdogmus, J. Principe, A hybrid subspace projection method for system identification ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Hong Kong, pp. VI321-VI324, 4 2003
  160. D. Erdogmus, Y. Rao, J. Principe, O. Fontenla-Romero, A. Alonso-Betanzos, Recursive least squares for anentropy regularized MSE cost function ", European Symposium on Artificial Neural Networks", Bruges, Belgium, pp. 1-6, 4 2003
  161. O. Fontenla-Romero, D. Erdogmus, J. Principe, A. Alonso-Betanzos, E. Castillo, Accelerating the convergence speed of neural network learning methods using least squares ", European Symposium on Artificial Neural Networks", Bruges, Belgium, pp. 255-260, 4 2003
  162. Justin C. Sanchez, Deniz Erdogmus, Yadunandana Rao, Jose C. Principe, Miguel Nicolelis, Johan Wessberg, Learning the Contributions of the Motor, Premotor, and Posterior Parietal Cortices for Hand Trajectory Reconstruction in a Brain Machine Interface ", IEEE EMBS Neural Engineering Conf.", Capri, Italy, pp. 59-62, 3 2003
  163. Thomas A. Holz, John G. Harris, An integrate and fire pixel with contrast outputs for a CMOS imager ", IASTED International Conference on Circuits, Signals, and Systems", Cancun, Mexico, pp. -, 2 2003
  164. Jing Lan, Jose C. Principe and *Mark A. Motter, Identification of Dynamical Systems Using GMM with VQ Initialization ", Intl. Joint Conf. on Neural Networks", Portland, Oregon, pp. -, 1 2003
  165. Deniz Erdogmus, Justin C. Sanchez, Jose C. Principe, Modified Kalman Filter Based Method for Training State-Recurrent Multilayer Perceptrons ", Intl. Work. on Neural Networks for Signal Processing", Martigny, Switzerland, pp. 219-228, 9 2002
  166. Justin C. Sanchez, Sung-Phil Kim, Deniz Erdogmus, Yadunandana N. Rao, Jose C. Principe, Johan Wessberg, Miguel Nicolelis, Input-Output Mapping Performance of Linear and Nonlinear Models for Estimating Hand Trajectories from Cortical Neuronal Firing Patterns ", Intl. Work. on Neural Networks for Signal Processing", Martigny, Switzerland, pp. 139-148, 9 2002
  167. Geetha K. Thampi, Jose C. Principe, JeongHo Cho, Deniz Erdogmus, Mark A. Motter, Adaptive Inverse Control Using SOM based Multiple Models ", Portuguese Conf. on Automatic Control", Aveiro, Portugal, pp. 278-282, 9 2002
  168. Deniz Erdogmus, Jose C. Principe, Geetha K. Thampi, Adaptive Linear Observer For Nonlinear Systems ", Portuguese Conf. on Automatic Control", Aveiro, Portugal, pp. 56-60, 9 2002
  169. D. Erdogmus, Y. Rao, J. Principe, O. Fontenla-Romero, L. Vielva, An efficient, robust, and fast converging principal components extraction algorithm: SIPEX-G ", European Signal Processing Conf.", Toulouse, France, pp. 75-78, 9 2002
  170. L. Vielva, I. Santamaria, C. Pantaleon, J. Ibanez, D. Erdogmus, J. Principe, Estimation of the mixing matrix for underdetermined blind source separation using spectral estimation ", European Signal Processing Conf.", Toulouse, France, pp. 557-550, 9 2002
  171. Y. Rao, J. Principe, Efficient total least squares method for system modeling using minor component analysis ", Intl. Work. on Neural Networks for Signal Processing", Martigni, Switzerland, pp. 259-268, 9 2002
  172. D. Erdogmus, J. Principe, K. Hild, Do Hebbian synapses estimate entropy? ", Intl. Work. on Neural Networks for Signal Processing", Martigni, Switzerland, pp. 199-208, 9 2002
  173. Justin C. Sanchez, Deniz Erdogmus, Jose C. Principe, Johan Wessberg, Miguel Nicolelis, A Comparison Between Nonlinear Mappings and Linear State Estimation to Model the Relation from Motor Cortical Neuronal Firing to Hand Movements ", Simulation of Adaptive Behavior", Edinburgh, Scotland, pp. 59-65, 8 2002
  174. Geetha K. Thampi, Jose C. Principe, Mark A. Motter, JeongHo Cho, Jing Lan, Multiple Model Based Flight Control Design ", Midwest Syposium on Circuits and Systems", Tulsa, Oklahoma, pp. ---, 8 2002
  175. Jeongho Cho, Jing Lan, Geetha K. Thampi, Jose C. Principe and *Mark A. Motter, Identification of Aircraft Dynamics Using a SOM and Local Linear Models ", Midwest Syposium on Circuits and Systems", Tulsa, Oklahoma, pp. 148-151, 8 2002
  176. Kenneth E. Hild II, Deniz Erdogmus, Jose C. Principe, Blind source separation of time-varying, instantanteous mixtures using an on-line algorithm ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Orlando, FL, pp. 993-996, 5 2002
  177. Y. Rao, J. Principe, Robust online principal component analysis based on a fixed-point appoach ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Orlando, FL, pp. 1-981-1-984, 5 2002
  178. L. Vielva, D. Erdogmus, C. Pantaleon, I. Santamaria, J. Pereda, J. Principe, Underdetermined blind source separation in a time-varying environment ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Orlando, FL, pp. 3049-3052, 5 2002
  179. D. Erdogmus, Y. Rao, J. Principw, J. zhao, K. Hild, Simultaneous Extraction of principal components using Givens rotations and output variances ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Orlando, FL, pp. 1069-1072, 5 2002
  180. Mark D. Skowronski, John G. Harris, Increased mfcc Filter Bandwidth for Noise-robust Phoneme Recognition ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Orlando, FL, USA, pp. 801-804, 3 2002
  181. Kenneth E. Hild II, Deniz Erdogmus, Jose Principe, On-line Minimum Mutual Information Method for Time-Varying Blind Source Separation ", Intl. Conf. on ICA and Signal Separation", San Diego, CA, pp. 126-131, 12 2001
  182. D. Erdogmus, J.C. Principe, An On-Line Adaptation Algorithm for Adaptive System Training with Minimum Error Entropy: Stochastic Information Gradient ", Intl. Conf. on ICA and Signal Separation", San Diego, CA, pp. 7-12, 12 2001
  183. L. Vielva, D. Erdogmus, J.C. Principe, Underdetermined Blind Source Separation Using a Probabilistic Source Sparsity Model ", Intl. Conf. on ICA and Signal Separation", San Diego, CA, pp. 675-679, 12 2001
  184. D. Erdogmus, L. Vielva, J.C. Principe, Nonparametric Estimation and Tracking of the Mixing Matrix for Underdetermined Blind ", Intl. Conf. on ICA and Signal Separation", San Diego, CA, pp. 189-194, 12 2001
  185. D. Erdogmus, J.C. Principe, Convergence Analysis of the Information Potential Criterion in Adaline Training ", Intl. Work. on Neural Networks for Signal Processing", Falmouth, MA, pp. 123-132, 9 2001
  186. D. Erdogmus, D. Rende , J.C. Principe, T.F. Wong, Nonlinear Channel Equalization Using Multilayer Perceptrons with ", Intl. Work. on Neural Networks for Signal Processing", Falmouth, MA, pp. 443-451, 9 2001
  187. D. Erdogmus, J. Principe, Convergence analysis of hte information potential criterion in Adaliine Training ", Intl. Work. on Neural Networks for Signal Processing", North Falmouth, MA, pp. 123-132, 9 2001
  188. I. Santamaria, C. Pantaleon, J. Principe, Minimizing BER in DFE's with the Adatron algorithm ", Intl. Work. on Neural Networks for Signal Processing", Falmouth, MA, pp. 423-432, 9 2001
  189. D. Erdogmus, J.C. Principe, Information Transfer Through Classifiers and its Relation to Probability of Error ", Intl. Joint Conf. on Neural Networks", Washington, D.C., pp. 50-54, 7 2001
  190. D. Erdogmus, J.C. Principe, Entropy Minimization Algorithm for Neural Networks ", Intl. Joint Conf. on Neural Networks", Washington, D.C., pp. 3003-3008, 7 2001
  191. D. Erdogmus, K.E. Hild II, J.C. Principe, Independent Components Analysis Using Renyi's Mutual Information and Legendre Density ", Intl. Joint Conf. on Neural Networks", Washington, D.C., pp. 2762-2767, 7 2001
  192. Dongming Xu, Jose C. Principe, Feature evaluation using quadratic mutual information ", Intl. Joint Conf. on Neural Networks", , pp. 459-463, 7 2001
  193. D. Xu, J. Principe, Feature evaluation using quadratic mutual information ", Intl. Joint Conf. on Neural Networks", Washington, DC, pp. 459-463, 7 2001
  194. D. Erdogmus, J. Principe, Entropy minimization algorithm for multilayer perceptrons ", Intl. Joint Conf. on Neural Networks", Washington, DC, pp. 3003-3008, 7 2001
  195. C. Fancourt, J. Principe, Optimization in componion search spaces: the case of cross-entropy and the Levenberg-Marquardt algorithm ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Salt Lake City, Utah, pp. 1317-1320, 5 2001
  196. Y. Rao, J. Principe, A fast on-line algorithm for PCA and its convergence characteristics ", Intl. Work. on Neural Networks for Signal Processing", Sidney, Australia, pp. 299-307, 12 2000
  197. J.C. Principe, D. Erdogmus, From Adaptive Linear to Information Filtering ", Symposium on Adaptive Systems for Signal Processing, Communications and Control", Lake Louise, Alberta, Canada, pp. 99-104, 10 2000
  198. Mark D. Skowronski, John G. Harris, A Probabilistic Analysis of the Ratio Spectrum ", Symposium on Adaptive Systems for Signal Processing, Communications and Control", Lake Louise, Alberta, Canada, pp. 333-336, 10 2000
  199. Yolanda Blanco-Archilla, Z. Santiago, Jose C. Principe, Alternative statistical Gaussianity measure using the cumulative density function ", Intl. Conf. on ICA and Signal Separation", Helsinki, Finland, pp. 537-542, 10 2000
  200. Y. Rao, J. Principe, A fast on-line generalized eigendecomposition algorithm for time series segmentation ", Symposium on Adaptive Systems for Signal Processing, Communications and Control", Alberta, Canada, pp. 266-271, 10 2000
  201. Ernst Haselsteiner, Jose C. Principe, Supervised learning without numerical targets - An information theoretic approach ", European Signal Processing Conf.", Finland, pp. n/a-n/a, 9 2000
  202. J. Principe, D. Xu, A. Learn, Q. Zhao, Statistical Pose Estimation of Land Targets in SAR ", Proc. of SPIE", Orlando, FL, pp. 310-321, 8 2000
  203. Q. Zhao, J. Principe, Incorporating virtual negative exemplars to improve SAR ATR ", American Control Conf.", Orlando, FL, pp. 354-360, 8 2000
  204. Craig Fancourt, Jose C. Principe, On the use of neural networks in the generalized likelihood ratio test for detecting abrupt changes in signals ", Intl. Joint Conf. on Neural Networks", Como, Italy, pp. 243-248, 7 2000
  205. D. Erdogmus, J.C. Principe, Comparison of Entropy and Mean Square Error Criteria in Adaptive System Training Using Higher Order ", Intl. Conf. on ICA and Signal Separation", Helsinki, Finland, pp. 75-80, 6 2000
  206. Neil Euliano, Jose C. Principe, Dynamic subgrouping in RTRL provides a faster O(N2) algorithm ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Istanbul, pp. 3418-3421, 6 2000
  207. Victor Brennan, Jose C. Principe, Multiresolution using principle component analysis ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Istanbul, pp. 3474-3477, 6 2000
  208. Craig Fancourt, Jose C. Principe, On the relation between the Karhunen-Loeve transform, the prolate spheroidal wave functions ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Istanbul, pp. 261-264, 6 2000
  209. Erhan Gokcay, Jose C. Principe, A new clustering evaluation function using Renyi's information potential ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Istanbul, pp. 3490-3493, 6 2000
  210. Jose C. Principe, Dongxin Xu, Information-theoretic learning using Renyi's quadratic entropy ", Intl. Conf. on ICA and Signal Separation", Aussois, France, pp. 407-412, 8 1999
  211. Hsiao-Chun Wu, Jose C. Principe, Simultaneous diagonalization in the frequency domain (SDIF) for source separation ", Intl. Conf. on ICA and Signal Separation", Aussois, France, pp. 245-250, 8 1999
  212. Dongxin Xu, Jose C. Principe, Training MLPs layer-by-layer with the information potential ", Intl. Joint Conf. on Neural Networks", Washington, pp. 1716-1720, 8 1999
  213. Hsiao-Chun Wu, Jose C. Principe, Novel quadratic Gaussianity measures, their application in Blind Source Separation/Extraction ", Intl. Work. on Neural Networks for Signal Processing", Madison, WI, pp. 58-66, 8 1999
  214. Cristina Mejuto, Jose Principe, A Second-Order Method for Blind Source Separation of Convolutive Mixtures ", Intl. Conf. on ICA and Signal Separation", Aussois, France, pp. 395-400, 8 1999
  215. H-C. Wu, J. Principe, A Gaussianity measure for blind source separation insensitive to the sign of kurtosis ", Intl. Work. on Neural Networks for Signal Processing", Madison, WI, pp. 58-66, 8 1999
  216. Neil Euliano, Jose C. Principe, A spatio-temporal memory based on SOMs with activity diffusion ", Work. on Self-Organizing Maps", Helsinki, Finland, pp. 253-266, 7 1999
  217. H-C Wu, J. Principe, J. Harris, J-K Juan, Loss function for blind source separation - minimum entropy criterion and its generalized anti-Hebbian rules ", Intl. Joint Conf. on Neural Networks", Washington, DC, pp. 910-915, 7 1999
  218. Qun Zhao, Jose C. Principe, Support vector machines for synthetic aperture radar automatic target recognition ", SPIE Automatic Target Recognition", SPIE Conf., Orlando, FL, pp. 101-107, 4 1999
  219. Dongxin Xu, Jose C. Principe, Training MLPs layer-by-layer with the information potential ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Phoenix, Arizona, pp. 1045-1048, 3 1999
  220. K. Karthik, Jose C. Principe, Donald Childers, Nonlinear dynamic analysis of the voice excitation for improved speech synthesis ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Phoenix, Arizona, pp. 389-392, 3 1999
  221. Hsiao-Chun Wu, Jose C. Principe, Generalized anti-Hebbian learning for source separation ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Phoenix, Arizona, pp. 1073-1076, 3 1999
  222. Jose C. Principe, Statistically Independent Feature Extraction for SAR Imagery ", DARPA Image Understanding Workshop", Monterey, CA, pp. n/a-n/a, 11 1998
  223. Jose C. Principe, Qun Zhao, Dongxin Xu, A novel classifier architecture exploiting pose estimation for SAR/ATR ", DARPA Image Understanding Workshop", Pacific Grove, Canada, pp. 833-837, 11 1998
  224. Qun Zhao, Dongxin Xu, Jose C. Principe, Pose estimation for SAR Automatic Target Recognition ", DARPA Image Understanding Workshop", Pacific Grove, Canada, pp. 827-831, 11 1998
  225. M. Boillot, J. Principe, An Algorithm Development and Support Database for MSTAR ", DARPA Image Understanding Workshop", Pacific Grove, Canada, pp. 821-825, 11 1998
  226. A. Teixeira, Francisco Vaz, Jose C. Principe, Some Studies of European Portuguese Nasal Vowels Using an Articulatory Symthesizer ", IEEE Intl. Conf. on Electronics, Circuits and Systems", Lisbon, Portugal, pp. 507-510, 9 1998
  227. Vitor Tavares, Jose C. Principe, Towards a silicon implementation of the olfactory system ", IEEE Intl. Conf. on Electronics, Circuits and Systems", Lisboa, Portugal, pp. 131-134, 9 1998
  228. Victor Brennan, Jose C. Principe, Face classification using a multiresolution principal component analysis ", Intl. Work. on Neural Networks for Signal Processing", Cambridge, England, pp. 506-515, 8 1998
  229. D. Xu, J. Principe, Learning from examples with quadratic mutual information ", Intl. Work. on Neural Networks for Signal Processing", Cambridge, UK, pp. 155-164, 8 1998
  230. Jose C. Principe, Neil Euliano, W. Curt Lefebvre, Teaching adaptive systems with an interactive, electronic book ", Intl. Conf. on Computer Aided Learning and Instruction in Science and Engineering", Chalmer U., Sweden, pp. 319-324, 6 1998
  231. Hsiao-Chun Wu, Jose C. Principe, Minimum entropy algorithms for source separation ", IEEE Intl. Symposium on Circuits and Systems", Notre Dame, Indiana, pp. 242-245, 6 1998
  232. John Fisher, Jose C. Principe, A methodology for information theoretic feature extraction ", Intl. Joint Conf. on Neural Networks", Anchorage, Alaska, pp. 1712-1716, 5 1998
  233. Neil Euliano, Jose C. Principe, Temporal plasticity in self-organizing networks ", Intl. Joint Conf. on Neural Networks", Anchorage, Alaska, pp. 1063-1067, 5 1998
  234. Vitor Tavares, Jose C. Principe, Discrete network implementation of KII, KIII freeman models ", Intl. Joint Conf. on Neural Networks", Anchorage, Alaska, pp. 1488-1492, 5 1998
  235. Dongxin Xu, Jose C. Principe, Hsiao-Chun Wu, A principle component network for generalized eigen-decomposition ", Intl. Conf. on Genetic Algorithms", Anchorage, Alaska, pp. 849-853, 5 1998
  236. Craig Fancourt, Jose C. Principe, Modeling Time Dependencies in the Mixture of Experts ", Intl. Joint Conf. on Neural Networks", Anchorage, Alaska, pp. 2324-2328, 5 1998
  237. Helder Cochofel, D. Wooten, Jose C. Principe, A neural network environment for adaptive inverse control ", Intl. Joint Conf. on Neural Networks", Anchorage, Alaska, pp. -pages, 5 1998
  238. Hsiao-Chun Wu, Jose C. Principe, Dongxin Xu, Exploring the time-frequency microstructure of speech for blind source separation ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Piscataway, NJ, pp. 1145-1148, 5 1998
  239. Jose C. Principe, Neil Euliano, W. Curt Lefebvre, An interactive learning environment for adaptive systems instruction ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Piscataway, NJ, pp. 1901-1904, 5 1998
  240. Dongxin Xu, Jose C. Principe, John Fisher, Hsiao-Chun Wu, A novel measure for independent component analysis (ICA) ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Piscataway, NJ, pp. 1161-1164, 5 1998
  241. K. Coggins, J. Principe, Detection and Classification of Insect Sounds in a Grain Silo using a Neural Network ", Intl. Joint Conf. on Neural Networks", Anchorage, AK, pp. 1760-1765, 5 1998
  242. Hsiao-Chun Wu, Jose C. Principe, Simultaneous diagonalization algorithm for blind source separation based on sub-band filtered features ", Proc. of SPIE", Orlando, FL, pp. 466-474, 4 1998
  243. Dongxin Xu, John Fisher, Jose C. Principe, Mutual information approach to pose estimation ", SPIE Algorithms for Synthetic Aperture Radar Imagery", Orlando, Florida, pp. 218-229, 4 1998
  244. Jose C. Principe, Dongxin Xu, Learning from examples with quadratic mutual information ", Machines that Learn Work.", Snowbird, Utah, pp. n/a-n/a, 4 1998
  245. F. Candocia, J. Principe, A Method using Multiple Models to Superresolve SAR Imagery ", Proc. of SPIE", Orlando, FL, pp. 197-207, 4 1998
  246. John Fisher, Jose C. Principe, Blind source separation by interactions of output signals ", Intl. Conf. on Digital Signal Processing", Utah, pp. n/a-n/a, 3 1998
  247. Hsiao-Chun Wu, Jose C. Principe, A Unifying Criterion for Blind Source Separation, Decorrelation: Simultaneous Diagonalization of Correlation Matrices ", Intl. Work. on Neural Networks for Signal Processing", Amelia Island, FL, pp. 496-505, 9 1997
  248. Jui-Kuo Juan, John Harris, Jose C. Principe, Locally Recurrent Networks with Multiple Time Scales ", Intl. Work. on Neural Networks for Signal Processing", Amelia Island, FL, pp. 645-653, 9 1997
  249. John Fisher, Jose C. Principe, Entropy manipulation of arbitrary nonlinear mappings ", Intl. Work. on Neural Networks for Signal Processing", Amelia Island, FL, pp. 14-23, 9 1997
  250. Jose C. Principe, Dongxin Xu, Classification with linear networks using an online constrained LDA algorithm ", Intl. Work. on Neural Networks for Signal Processing", Amelia Island, FL, pp. 286-295, 9 1997
  251. A. Teixeira, F. Vaz, J. Principe, A software tool to study Portuguese vowels ", EuroSpeech", Rhodes, Greece, pp. 2543-2543, 9 1997
  252. Jui-Kuo Juan, John Harris, Jose C. Principe, Analog hardware implementation of adaptive filter structures ", Intl. Conf. on Neural Networks", Houston, TX, pp. 916-921, 6 1997
  253. Jose C. Principe, Ludong Wang, James Kuo, Nonlinear Dynamic Modeling with Neural Networks ", European Conf. on Signal Analysis, Prediction", Prague, pp. n/a-n/a, 6 1997
  254. L. Yen, Jose C. Principe, Adaptive target detection in UWB images using Laguerre network ", Intl. Conf. on Neural Networks", Houston, TX, pp. 2072-2075, 6 1997
  255. Frank Candocia, Jose C. Principe, A Neural Implementation of Interpolation with a Family of Kernels ", Intl. Conf. on Neural Networks", Houston, TX, pp. 1506-1511, 6 1997
  256. Frank Candocia, Jose C. Principe, A self-organizing principle for segmenting, super-resolving ISAR images ", DARPA Image Understanding Workshop", New Orleans, LA, pp. 1161-1166, 5 1997
  257. Craig Fancourt, Jose C. Principe, Soft competition principal component analysis using the mixture of experts ", DARPA Image Understanding Workshop", New Orleans, LA, pp. 1071-1076, 5 1997
  258. John Fisher, Jose C. Principe, A nonparametric methodology for information theoretic feature extraction ", DARPA Image Understanding Workshop", New Orleans, LA, pp. 1077-1084, 5 1997
  259. L. Yen, J. Principe, Target Detection in UWB SAR Images Using Temporal Fusion ", DARPA Image Understanding Workshop", New Orleans, LA, pp. 1155-1160, 5 1997
  260. Jose C. Principe, Dongxin Xu, Chuan Wang, Generalized Oja's rule for linear discriminant analysis with Fisher criterion ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Seattle, WA, pp. 3401-3404, 4 1997
  261. Craig Fancourt, Jose C. Principe, Temporal Self-Organization Through Competitive Prediction ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Seattle, WA, pp. 3325-3329, 4 1997
  262. T. Davis, J. Principe (1991), A Simulated Annealing Like Convergence Theory for the Simple Genetic Algorithm ", Intl. Conf. on Genetic Algorithms", San Diego, CA, pp. 174-181, 12 1996
  263. J. Principe, B. deVries, J-M. Kuo, P. Guedes de Oliveira (1993), Modeling Applications with the Focused Gamma Net ", Neural Information Processing Systems", Denver CO USA, pp. 143-150, 12 1996
  264. B. deVries, J. Principe (1991), Transient Signal Detection with Neural Networks: the search for hte desired signal (1992) ", Neural Information Processing Systems", Denver CO USA, pp. 162-168, 12 1996
  265. Mohamed Ismail, Jose C. Principe, Eqivalence between the RLS algorithms, the ridge regression techniques ", Asilomar Conference on Signals, Systems and Computers", Pacific Grove, CA, pp. 1083-1087, 11 1996
  266. D. Jones, Jose C. Principe, Optimal parameter estimation of the Laguerre filter via the complex performance function ", Asilomar Conference on Signals, Systems and Computers", Pacific Grove, CA, pp. 805-808, 11 1996
  267. J. Principe, J-M Kuo, Dynamic Modeling of Chatoic time Series with Neural Networks ", Neural Information Processing Systems", Denver, CO USA, pp. 311-318, 11 1996
  268. J. Principe, H. Hsu, J. Kuo, Analysis of short term neural memory structures for nonlinear prediction (1994) ", Neural Information Processing Systems", Denver CO USA, pp. 1011-1018, 11 1996
  269. A. Zahalka, J. Principe, Transient Signal Detection with Neural Networks: the search for hte desired signal (1992) ", Neural Information Processing Systems", Denver CO USA, pp. 688-695, 11 1996
  270. J. Principe, B. de Vries, J-M Kuo, Modeling applicatins with the focused gamma net (1991) ", Neural Information Processing Systems", Denver CO USA, pp. 143-150, 11 1996
  271. A. deVries, J. Principe, A theory for neural networks with time delays (1990) ", Neural Information Processing Systems", Denver CO USA, pp. 162-168, 11 1996
  272. Chuan Wang, L. Yen, Jose C. Principe, On-line transform domain LMS algorithm implemented with PCA learning ", World Congress on Neural Networks", San Diego, California, pp. 599-602, 9 1996
  273. Jose C. Principe, Chuan Wang, Hsiao-Chun Wu, Temporal Decorrelation Using Teacher Forcing Anti-Hebbian Learning, Its Application in Adaptive Blind Source Separation ", Intl. Work. on Neural Networks for Signal Processing", Japan, pp. 413-422, 9 1996
  274. W. Lefebvre, J. Principe, Competitive Discriminant Function Networks (CNFNs): A Novel Unsupervised Algorithm to Find Modal Boundaries ", World Congress on Neural Networks", San Diego, CA, pp. 359-362, 9 1996
  275. J. Principe, J-M. Kuo, B. de Vries (1993), Backpropagation through time with fixed memory size reuirements ", Intl. Work. on Neural Networks for Signal Processing", Linthicum Heights, MD, pp. 207-215, 9 1996
  276. O. Schwartz, J. Harris, J. Principe, Modelingthe Precedence Effect for Speech Using the Gamma Filter ", Computational Neuroscience Meeting", Boston, MA, pp. 819-826, 7 1996
  277. C. Wang, J-M. Kuo, J. Principe, Using Anti-Hebbian Training to find Orthogonal Signals ", World Congress on Neural Networks", Washington, DC 1995, pp. 540-543, 7 1996
  278. James Kuo, Jose C. Principe, Speech Classification Using a Modified Focused Gamma Network ", Intl. Conf. on Neural Networks", Washington, D.C., pp. 1877-1882, 6 1996
  279. Hui-Huang Hsu, L. Fu, Jose C. Principe, Context analysis by the Gamma neural network ", Intl. Conf. on Neural Networks", Washington, pp. 682-687, 6 1996
  280. Neil Euliano, Jose C. Principe, Spatio-Temporal Self-Organizing Feature Maps ", Intl. Conf. on Neural Networks", Washington, pp. 1900-1905, 6 1996
  281. Craig Fancourt, Jose C. Principe, A Neighborhood Map of Competing one step Predictors for Piecewise Segmentation, Identification of Time Series ", Intl. Conf. on Neural Networks", Washington, pp. 1906-1911, 6 1996
  282. Craig Fancourt, Jose C. Principe, Temporal Self-Organization through Competitive Prediction ", Yale Work. on Adaptive and Learning Systems", Yale University, New Haven, CT, pp. 8-12, 6 1996
  283. H-H. Hsu, L. Fu, J. Principe, Sleep staging by integrating expert networks and a contextual neural model ", Intl. Symposium on Integrating Knowledge and Neural Heuristics", Pensacola, FL, pp. 163-170, 6 1996
  284. C. Konger, J. Principe, M. Taner (1991), Neural Network Classification of Event Related Potentials for the Design of a New Computer Interface ", Intl. Joint Conf. on Neural Networks", San Diego, CA, pp. 407-411, 6 1996
  285. Dongxin Xu, Craig Fancourt, Chuan Wang, Multi-Channel HMM ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Atlanta, GA, pp. 841-844, 5 1996
  286. Jui-Kuo Juan, John Harris, Jose C. Principe, Analog VLSI implementations of continuous time memory structures ", IEEE Intl. Symposium on Circuits and Systems", Atlanta, GA, pp. 338-340, 5 1996
  287. J. Richards, M. Webster, J. Principe (1990), A Gradient-Based Variable Step-Size LMS Algorithm ", IEEE SoutheastCon", Williamsburg, VA, pp. 1083-1087, 4 1996
  288. A. Barreto, J. Principe, S. Reid (1990), Multidimensional Filtering of the Electrocorticogram (ECoG) for Epileptic Focus Localization ", IEEE SoutheastCon", Williamsburg, VA, pp. 1116-1120, 4 1996
  289. Chuan Wang, L. Yen, Jose C. Principe, Detection of random vectors using an unsupervised neural network ", Proc. of SPIE", Orlando, FL, pp. 523-532, 3 1996
  290. Chuan Wang, Hsiao-Chun Wu, Jose C. Principe, A cost function for robust estimation of PCA ", Proc. of SPIE", Orlando, FL, pp. 120-127, 3 1996
  291. John Fisher, Jose C. Principe, Unsupervised Learning for Nonlinear Synthetic Discriminant Functions ", Proc. of SPIE", Orlando, FL, pp. 2-13, 3 1996
  292. Jose C. Principe, James Kuo, Dynamic Modeling of Chaotic Time Series with Neural Networks ", Neural Information Processing Systems", Cambridge MA, pp. 311-318, 10 1995
  293. J. Lee, Jose C. Principe, D. Hanes, Velocity measurements of granular flow with a Hopfield Network ", Intl. Work. on Neural Networks for Signal Processing", Japan, pp. 380-387, 8 1995
  294. Jose C. Principe, Ludong Wang, Non-linear time series modeling with self-organizing feature maps ", Intl. Work. on Neural Networks for Signal Processing", Japan, pp. 11-20, 8 1995
  295. L. Iasemidis, K. Pappas, Jose C. Principe, C. Sackellares, Measurement, quantification of Spatio-temporal Dynamics of Human Epileptic Seizures ", Experimental Chaos Conf.", Edinburgh, UK, pp. n/a-n/a, 8 1995
  296. Samel Celebi, Jose C. Principe, Magnitude spectral estimation via Poisson moments with application to speech recognition ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Detroit, MI, pp. 393-396, 5 1995
  297. Chuan Wang, James Kuo, Jose C. Principe, A relation between Hebbian, MSE learning ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Detroit, MI, pp. 3363-3366, 5 1995
  298. John Fisher, Jose C. Principe, Experimental results using a nonlinear extension of the MACE filter ", Proc. of SPIE", Orlando, FL, pp. 1-12, 4 1995
  299. Jose C. Principe, A. Radisavljevic, Munchurl Kim, John Fisher, M. Hyett, L. Novak, Target pre-screening based on 2D gamma kernels ", Proc. of SPIE", Orlando, FL, pp. 251-258, 4 1995
  300. Jose C. Principe, Hui-Huang Hsu, James Kuo, Analysis of short term neural memory structures for nonlinear prediction ", Neural Information Processing Systems", Vail, Colorado, pp. 1011-1018, 12 1994
  301. Samel Celebi, Jose C. Principe, Spectral Feature extraction using Poisson moments ", Intl. Work. on Neural Networks for Signal Processing", Ermioni, Greece, pp. 155-162, 9 1994
  302. James Kuo, Jose C. Principe, Reconstructed dynamics and chaotic signal modeling ", Intl. Work. on Neural Networks for Signal Processing", Ermioni, Greece, pp. 661-670, 9 1994
  303. James Kuo, Jose C. Principe, Learning to generate a sinewave with a recurrent two-neuron network ", World Congress on Neural Networks", San Diego, CA, pp. 403-407, 6 1994
  304. Samel Celebi, Jose C. Principe, Analysis of spectral feature extraction using the gamma filter ", IEEE World Congress on Computational Intelligence", Orlando, FL, pp. 4497-4501, 6 1994
  305. Jose C. Principe, Mark Motter, A gamma memory neural network for system identification ", IEEE World Congress on Computational Intelligence", Orlando, FL, pp. 3232-3237, 6 1994
  306. Chuan Wang, Jose C. Principe, A simplified statistical analysis of feedforward neural classifier ", IEEE World Congress on Computational Intelligence", Orlando, FL, pp. 806-810, 6 1994
  307. M. Palkar, Jose C. Principe, Echo cancellation with the gamma filter ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Adelaide, Australia, pp. 369-372, 4 1994
  308. James Kuo, Samel Celebi, Jose C. Principe, Adaptation of memory depth in the gamma filter ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Adelaide, Australia, pp. 373-376, 4 1994
  309. Jose C. Principe, James Kuo, Noise Reduction in state space using the focused gamma neural network ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Adelaide, Australia, pp. 533-536, 4 1994
  310. Hui-Huang Hsu, L. Fu, Jose C. Principe, A knowledge-based approach to supervised incremental learning ", IEEE World Congress on Computational Intelligence", Orlando, FL, pp. 1793-1798, 4 1994
  311. K. Gugel, Jose C. Principe, S. Venkumahanti, Analysis of coarse parallel architectures for artificial neural processing ", Intl. Work. on Neural Networks for Signal Processing", Maryland, pp. 450-459, 9 1993
  312. Jose C. Principe, James Kuo, Backpropagation through time with fixed memory size requirements ", Intl. Work. on Neural Networks for Signal Processing", Maryland, pp. 207-215, 9 1993
  313. W. Curt Lefebvre, Jose C. Principe, Object oriented artificial neural network implementations ", World Congress on Neural Networks", Portland, OR, pp. 436-439, 7 1993
  314. K. Gugel, Jose C. Principe, S. Venkumahanti, Analysis of coarse parallel architectures for artificial neural processing ", World Congress on Artificial Neural Networks", Portland, Oregon, pp. 787-790, 7 1993
  315. Jose C. Principe, Bert deVries, James Kuo, Pedro Guedes de Oliveira, Modeling applications with the focused gamma net ", Neural Information Processing Systems", Denver, Colorado, pp. 143-150, 12 1992
  316. Bert deVries, Jose C. Principe, Short term memory structures for dynamic neural networks ", Asilomar Conference on Signals, Systems and Computers", Pacific Grove, pp. 766-770, 10 1992
  317. James Kuo, Jose C. Principe, Bert deVries, Prediction of chaotic time series using recurrent neural networks ", Intl. Work. on Neural Networks for Signal Processing", Denmark, pp. 436-443, 8 1992
  318. Tomas Oliveira e Silva, Pedro Guedes de Oliveira, Jose C. Principe, Bert de Vries, Generalized feed forward filters with complex poles ", Intl. Work. on Neural Networks for Signal Processing", Denmark, pp. 503-510, 8 1992
  319. Jose C. Principe, Bert deVries, Pedro Guedes de Oliveira, Generalized feed-forward structures: a new class of adaptive filters ", Intl. Conf. on Acoustics, Speech, and Signal Processing", San Francisco, CA, pp. 244-248, 3 1992
  320. Jose C. Principe, S. Reid, Analysis, visualization of the EEG in phase space ", Intl. Conf. on Engineering in Medicine and Biology", Philadelphia, PA, pp. 1404-1405, 11 1990
  321. Jose C. Principe, S. Park, An expert system architecture for abnormal EEG discrimination ", Intl. Conf. on Engineering in Medicine and Biology", Philadelphia, PA, pp. 1376-1377, 11 1990
  322. Jose C. Principe, T. Yoon, Knowledge representation in machine tool supervision systems ", IEEE Intl. Symposium on Intelligent Control", Philadelphia, PA, pp. 1106-1110, 9 1990
  323. Bert deVries, Jose C. Principe, The gamma model - a new neural model for temporal processing ", Intl. Conf. on Engineering in Medicine and Biology", Philadelphia, PA, pp. 1439-1440, 2 1990
  324. P. Lo, Jose C. Principe, The effect of filtering in the EEG correlation dimension estimation: experimental results ", Intl. Conf. on Engineering in Medicine and Biology", Seattle, WA, pp. 638-639, 11 1989
  325. Fang-S. Yu, Jose C. Principe, S. Reid, Display of EEG chaotic dynamics ", Intl. Conf. on Engineering in Medicine and Biology", Seattle, WA, pp. 1928-1929, 11 1989
  326. Jose C. Principe, T. Chang, S. Gala, Ana Maria Tome, Information processing models for automatic sleep scoring ", Intl. Conf. on Engineering in Medicine and Biology", Seattle, WA, pp. 1804-1805, 11 1989
  327. R. Walters, Jose C. Principe, Spike detection using a syntactic pattern recognition approach ", Intl. Conf. on Engineering in Medicine and Biology", Seattle, WA, pp. 1810-1811, 11 1989
  328. Jose C. Principe, S. Gala, T. Chang, Sleep staging automation based on the theory of evidence ", Intl. Conf. on Engineering in Medicine and Biology", Boston, MA, pp. 2064-2066, 5 1989
  329. T. Chang, J. Smith, Jose C. Principe, A layered model for the knowledge-based contextual interpretation of multi-channel EEG/EOG signals ", IEEE SoutheastCon", Knoxville, TN, pp. 239-243, 4 1988
  330. Nicolas Obolensky, Deniz Erdogmus, Jose C. Principe, A TIME-VARYING KALMAN FILTER APPLIED TO MOVING TARGET TRACKING , Portuguese Conf. on Automatic Control, (Accepted)
  331. Bryan Davis, Deniz Erdogmus, Yadunandana N. Rao, Jose C. Principe, Supervised Synaptic Weight Adaptation for a Spiking Neuron , Intl. Joint Conf. on Neural Networks, (Accepted)
  332. Scott Morrison, Jeremy Parks, Karl Gugel, A High-Performance Multi-Purpose DSP Architecture for Signal Processing Research , Intl. Conf. on Acoustics, Speech, and Signal Processing, (Accepted)
  333. Shalom Darmanjian, Scott Morrison, Benjamin Dang, Karl Gugel, Jose Principe, A Portable Wireless DSP System for a Brain Machine Interface , IEEE EMBS Neural Engineering Conference, (Accepted)
  334. Anant Hegde, Deniz Erdogmus, Yadunandana Rao, Jose Principe, Jianbo Gao, SOM-based similarity index measure:Quantifying interactions between multivariate structures , Intl. Work. on Neural Networks for Signal Processing, (Accepted)
  335. Mustafa C. Ozturk, Jose C. Principe, Bryan Davis, Deniz Erdogmus, Simulation of the Freeman Model of the Olfactory Cortex:A Quantitative Performance Analysis for the DSP Approach , Intl. Joint Conf. on Neural Networks, (Accepted)
  336. R. Jenssen, D. Erdogmus, K. E. Hild II, J. C. Principe and T. Eltoft, Information Force Clustering using Directed Trees , American Control Conf., (Accepted)
  337. R. Jenssen, K. E. Hild II, D. Erdogmus, J. C. Principe and T. Eltoft, Clustering using Renyi's Entropy , Intl. Joint Conf. on Neural Networks, (Accepted)
  338. R. Jenssen, J. C. Principe and T. Eltoft, Information Cut and Information Forces for Clustering , Intl. Work. on Neural Networks for Signal Processing, (Accepted)
  339. Harpreet S. Narula and John G. Harris, VLSI POTENTIOSTAT FOR AMPEROMETRIC MEASUREMENTS FOR ELECTROLYTIC REACTIONS , IEEE Intl. Symposium on Circuits and Systems, (Accepted)
  340. Harpreet S. Narula, John G. Harris, Integrated VLSI Potentiostat For Cyclic Voltammetry In Electrolytic Reactions , IEEE Computer Society Symposium on VLSI, (Accepted)
  341. D. Erdogmus, R. Yan, E.G. Larsson, J.C. Principe, J.R. Fitzsimmons, MIXTURE OF COMPETITIVE LINEAR MODELS FOR PHASED-ARRAY MAGNETIC , Intl. Conf. on Acoustics, Speech, and Signal Processing, (Accepted)
  342. Mustafa C. Ozturk, Dongming Xu and Jose C. Principe, Modified Freeman Model: A Stability Analysis and Application to Pattern Recognition , Intl. Joint Conf. on Neural Networks, (Accepted)
  343. Jeongho Cho, Jing Lan, Jose C. Principe and Mark A. Motter, Modeling and Control of Unknown Chaotic Systems via Multiple Models , Intl. Work. on Neural Networks for Signal Processing, (Accepted)
  344. Dorothee E. Marossero, Deniz Erdogmus, Neil Euliano, Jose C. Principe, Kenneth E. Hild II, Independent Components Analysis for fetal electrocardiogram extraction: A case for the data efficient Mermaid algorithm , Intl. Work. on Neural Networks for Signal Processing, (Accepted)
  345. Ignacio Santamaria, Deniz Erdogmus, Rati Agrawal, J. C. Principe, Robust Matched Filtering in the Feature Space , European Signal Processing Conf., (Accepted)
  346. S-.P.Kim, J.M.Carmena, M.A.L.Nicolelis, J.C.Principe, Multiresolution representations and data mining of neural spikes for brain-machine interfaces , IEEE EMBS Neural Engineering Conference, (Accepted)
  347. Dongming Xu, Jing Lan and Jose C. Principe, Direct Adaptive Control: An Echo State Network and Genetic Algorithm Approach , Intl. Joint Conf. on Neural Networks, (Accepted)
  348. Ismail Uysal, Harsha Sathyendra, John G. Harris, Bandwidth Extension of Telephone Speech Using Frame-Based Excitation and Robust Features , European Signal Processing Conf., (Accepted)
  349. J. DiGiovanna, J. C. Sanchez, B. J. Fregly, J. C. Principe, Arm Motion Reconstruction via Clustering in Joint Angle Space , Intl. Joint Conf. on Neural Networks, (Accepted)
  350. Weifeng Liu, P. P. Pokharel, J. C. Principe, Correntropy: A Localized Similarity Measure , Intl. Joint Conf. on Neural Networks, (Accepted)
  351. Weifeng Liu, P. Pokharel, J. Principe, A NEW INFORMATION THEORETIC MEASURE OF PDF SYMMETRY , Intl. Conf. on Acoustics, Speech, and Signal Processing, (Accepted)
  352. Rodrigo Sacchi, Mustafa C. Ozturk, José C. Príncipe, Adriano A. F. M. Carneiro and Ivan N. da Silva, Water Inflow Forecasting using the Echo State Network: a Brazilian Case Study , Intl. Joint Conf. on Neural Networks, (Accepted)
  353. Seungju Han, Sudhir Rao, Deniz Erdogmus, and Jose Principe, A Novel Switching Scheme between Adaptive Information Algorithms , Intl. Joint Conf. on Neural Networks, (Accepted)
  354. Rodrigo Sacchi, Mustafa C. Ozturk, José C. Príncipe, Adriano A. F. M. Carneiro and Ivan N. da Silva, Water Inflow Forecasting using the “Echo State Network”. (in Portuguese) , Congress on Numerical Methods in Engineering / Iberian Latin American Congress on Computational Meth, (Accepted)
  355. Kyu-Hwa Jeong, Seungju Han, Jose C. Principe, The Fast Correntropy MACE filter , Intl. Conf. on Acoustics, Speech, and Signal Processing, (Accepted)
  356. Rodrigo Sacchi, José C. Príncipe, Adriano A. F. M. Carneiro and Ivan N. da Silva, Pre-Processing for Monthly Water Inflow Forecasting by the “Analytic Signal” Representation”. (in Portuguese) , Congress on Numerical Methods in Engineering / Iberian Latin American Congress on Computational Meth, (Accepted)
  357. Shalom Darmanjian, Antonio Paiva, Jose Principe, Justin Sanchez, Hierarchal Decomposition of Neural Data Using Boosted Mixtures of Hidden Markov chains and its application to a BMI , Intl. Joint Conf. on Neural Networks, (Accepted)
  358. Seungju Han, Kyu-Hwa Jeong, Jose Principe, Robust Adaptive Minimum Entropy Beamformer in Impulsive Noise , IEEE Int. Workshop on Machine Learning for Signal Processing, (Accepted)
  359. Dongliang Duan, Weifeng Liu, Pengwen Chen, Murali Rao and Jose C. Principe, Variance and Bias Analysis of Information Potential and Symmetric Information Potential , IEEE Int. Workshop on Machine Learning for Signal Processing, (Accepted)
  360. Wei-Feng Liu, Puskal P. Pokharel, Jose C. Principe, Recursively Adapted Radial Basis Function Networks and its Relationship to Resource Allocating Networks and Online Kernel Learning , IEEE Int. Workshop on Machine Learning for Signal Processing, (Accepted)
  361. Sohan Seth, Mustafa C. Ozturk, Jose C. Principe, Signal Processing with Echo State Networks in the Complex Domain , IEEE Int. Workshop on Machine Learning for Signal Processing, (Accepted)
  362. Jianwu Xu and Jose C. Principe, A Novel Pitch Determination Algorithm Based on Generalized Correlation Function , IEEE Int. Workshop on Machine Learning for Signal Processing, (Accepted)