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Conference Papers

  1. Shujian Yu, Concept Drift Detection with Hierarchical Hypothesis Testing ", ", Houston, pp. 768-776, 6 2017 DOI:http://epubs.siam.org/doi/abs/10.1137/1.9781611974973.86
  2. Kan Li, Jose Principe, Flight Dynamics Modeling and Recognition using Finite State Machine for Automatic Insect Recognition ", Intl. Joint Conf. on Neural Networks", , pp. -, 5 2017 DOI:10.1109/IJCNN.2017.7966326
  3. Kan Li and Jose C. Principe, Automatic Insect Recognition Using Optical Flight Dynamics Modeled by Kernel Adaptive ARMA Network ", Intl. Conf. on Acoustics, Speech, and Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. -, 3 2017 DOI:10.1109/ICASSP.2017.7952652
  4. Shujian Yu, Matthew Emigh, Eder Santana, Jose C. Principe, AUTOENCODERS TRAINED WITH RELEVANT INFORMATION: BLENDING SHANNON AND WIENER’S PERSPECTIVES , Intl. Conf. on Acoustics, Speech, and Signal Processing, (Accepted)
  5. Catia S. Silva, Andreas Keil, Jose C Principe, A NOVEL METHODOLOGY TO QUANTIFY DENSE EEG IN COGNITIVE TASKS , Intl. Conf. on Acoustics, Speech, and Signal Processing, (Accepted)
  6. Catia S. Silva, Andreas Keil, Jose C. Principe, A NOVEL METHODOLOGY TO QUANTIFY DENSE EEG IN COGNITIVE TASKS , Intl. Conf. on Acoustics, Speech, and Signal Processing, (Accepted)
  7. Catia S. Silva and Jose C. Principe, A Novel Framework for Spatiotemporal Quantification of Neuronal Functional Connectivity , International Conference on Computational Biomedicine, (Accepted)
  8. Isaac J. Sledge, Jose C. Principe, Balancing Exploration and Exploitation in Reinforcement Learning using a Value of Information Criterion , Intl. Conf. on Acoustics, Speech, and Signal Processing, (Accepted)
  9. Carlos A. Loza, Jose C. Principe, ECoG Behavioral Correlates based on Neuromodulation Rates , Minnesota Neuromodulation Symposium, (Accepted)
  10. Carlos A. Loza, Jose C. Principe, Unsupervised Robust Detection of Behavioral Correlates in ECoG , IEEE EMBS Neural Engineering Conference, (Accepted)
  11. Shujian Yu, Zheng Cao, ROBUST LINEAR DISCRIMINANT ANALYSIS WITH A LAPLACIAN ASSUMPTION ON PROJECTION DISTRIBUTION ", Intl. Conf. on Acoustics, Speech, and Signal Processing", , pp. -, 0 2017
  12. Kan Li and Ying Ma and Jose C Principe, Automatic Plant Identification using STEM Automata , IEEE Int. Workshop on Machine Learning for Signal Processing, (Accepted)
  13. Eder Santana, George Hotz, Learning a Driving Simulator ", Neural Information Processing Systems", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. -, 11 2016
  14. Catia S. Silva, Mehrnaz K. Hazrati, Andreas Keil and Jose C. Principe, Quantification of Neural Functional Connectivity during an Active Avoidance Task ", Intl. Conf. of Engineering in Medicine and Biology Society", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 708-711, 8 2016
  15. Arash Andalib, Francesco Negro, Dario Farina, and Jose C. Principe, Unsupervised Mapping of Motor Unit Action Potential Trains to Hand Kinematics Using Complex Principal Component Analysis ", School and Symposium on Advanced Neurorehabilitation", Baiona, Spain, pp. 4-5, 6 2016
  16. Loza, Carlos and Principe, Jose C, A Transient Model for Neuronal Oscillations ", Minnesota Neuromodulation Symposium", , pp. 87-, 4 2016 DOI:http://neuromodulation.umn.edu/doc/MNS2016ProgramAndAbstracts.pdf
  17. Ryan Burt, Eder Santana, Jose Principe, Nina Thigpen, Andreas Keil, Predicting Visual Attention using Gamma Kernels ", Intl. Conf. on Acoustics, Speech, and Signal Processing", /files/1485291325.pdf, pp. -, 3 2016 DOI:10.1109/ICASSP.2016.7471948
  18. Carlos A. Loza, Jose C. Principe, TRANSIENT MODEL OF EEG USING GINI INDEX-BASED MATCHING PURSUIT ", Intl. Conf. on Acoustics, Speech, and Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 724-728, 3 2016 DOI:10.1109/ICASSP.2016.7471770
  19. Zheng Cao, Jose Principe, Bing Ouyang, Information point set registration for shape recognition ", Intl. Conf. on Acoustics, Speech, and Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 2603-2607, 3 2016 DOI:10.1109/ICASSP.2016.7472148
  20. Eder Santana, Mathew Emigh, Jose C Principe, Information Theoretic-Learning Auto-Encoder , Intl. Joint Conf. on Neural Networks, (Accepted)
  21. Zheng Cao, Shujian Yu, Guibiao Xu, Badong Chen, Jose C. Principe, Multiple Adaptive Kernel Size KLMS for Beijing PM2.5 Prediction , Intl. Joint Conf. on Neural Networks, (Accepted)
  22. Carlos A. Loza, Jose C. Principe, Generalized Correntropy Matching Pursuit: A novel, robust algorithm for sparse decomposition ", Intl. Joint Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1723-1727, 0 2016 DOI:https://doi.org/10.1109/IJCNN.2016.7727406
  23. Carlos A. Loza, Jose C. Principe, Estimation and Modeling of EEG Amplitude-Temporal Characteristics Using a Marked Point Process Approach ", Intl. Conf. on Engineering in Medicine and Biology", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 3720-3723, 0 2016 DOI:https://doi.org/10.1109/EMBC.2016.7591536
  24. Carlos A. Loza, Jose C. Principe, A Robust Maximum Correntropy Criterion for Dictionary Learning ", IEEE Int. Workshop on Machine Learning for Signal Processing", , pp. 1-6, 0 2016 DOI:https://doi.org/10.1109/MLSP.2016.7738898
  25. Ryan Burt, Mihael Cudic, Jose Principe, Fusing Attention with Visual Question Answering , Intl. Conf. on Neural Networks, (Accepted)
  26. Zheng Cao, J. C. Principe, B. Ouyang, F. Dalgleish and A. Vuorenkoski, Marine animal classification using combined CNN and hand-designed image features ", IEEE Oceans", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1-6, 10 2015
  27. Matthew Emigh, Evan Kriminger, Jose C. Principe, A model based approach to exploration of continuous-state MDPs using Divergence-to-Go ", IEEE Int. Workshop on Machine Learning for Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1-6, 9 2015 DOI:10.1109/MLSP.2015.7324371
  28. Zheng Cao, J. C. Principe, Bing Ouyang, Group feature selection in multiple kernel learning ", Intl. Joint Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1-5, 7 2015 DOI:10.1109/IJCNN.2015.7280634
  29. Matthew Emigh, Evan Kriminger, Jose C. Principe, Linear Discriminant Analysis with an Information Divergence Criterion ", Intl. Joint Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1-6, 7 2015 DOI:10.1109/IJCNN.2015.7280693
  30. Austin J. Brockmeier and Jose C. Principe, Explicit Versus Implicit Source Estimation for Blind Multiple Input Single Output System Identification ", Intl. Conf. on Acoustics, Speech, and Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 2140-2144, 4 2015 DOI:10.1109/ICASSP.2015.7178349
  31. Kan Li, Salvador Dura-Bernal, Joseph T. Francis, William W. Lytton, and Jose C. Principe, Repairing Lesions via Kernel Adaptive Inverse Control in a Biomimetic Model of Sensorimotor Cortex ", IEEE EMBS Neural Engineering Conference", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. -, 4 2015 DOI:10.1109/NER.2015.7146663
  32. Yu Qi, Goktug T. Cinar, Vinicius M. A. Souza, Gustavo E. A. P. A. Batista, Yueming Wang, Jose C. Principe, Effective Insect Recognition Using a Stacked Autoencoder with Maximum Correntropy Criterion , Intl. Joint Conf. on Neural Networks, (Accepted)
  33. Goktug T. Cinar, Jeffrey Thompson, Soundar Srinivasan, Cost-sensitive optimization of automated inspection , IEEE International Conference on Big Data, (Accepted)
  34. Eder Santana, Goktug T. Cinar and Jose C. Principe, Parallel flow in Deep Predictive Coding Networks , Intl. Joint Conf. on Neural Networks, (Accepted)
  35. M. Khodam Hazrati, A. Keil, J. C. Principe, Directed Generalized Measure of Association: A Data Driven Approach Towards Causal Inference , Intl. Joint Conf. on Neural Networks, (Accepted)
  36. E Santana, K Dockendorf, JC Principe, Learning joint features for color and depth images with Convolutional Neural Networks for object classification , Intl. Conf. on Acoustics, Speech, and Signal Processing, (Accepted)
  37. E Santana, JC Principe, EE Santana, AK Barros, Mixed Generative and Supervised Learning Modes in Deep Predictive Coding Networks , Intl. Joint Conf. on Neural Networks, (Accepted)
  38. Gabriel Nallathambi, Jose Principe and Neil Euliano, Pulse based signal processing for systolic peak recognition , IEEE Int. Workshop on Machine Learning for Signal Processing, (Accepted)
  39. Gavin R. Philips, Mehrnaz Kh. Hazrati, Janis J. Daly, Jose C. Principe, Addressing Low Frequency Movement Artifacts in EEG Signals Recorded During Center-Out Reaching Tasks ", Intl. Conf. on Engineering in Medicine and Biology", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 6497-6500, 8 2014 DOI:10.1109/EMBC.2014.6945116
  40. Carlos A. Loza, Gavin R. Philips, Mehrnaz Kh. Hazrati, Janis J. Daly, Jose C. Principe, Classification of Hand Movement Direction Based on EEG High-Gamma Activity ", Intl. Conf. on Engineering in Medicine and Biology", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 6509-6512, 8 2014 DOI:10.1109/EMBC.2014.6945119
  41. Santana E, Brockmeier AJ, Principe JC., Joint optimization of algorithmic suites for EEG analysis. ", Annual Int. Conf. IEEE-EMBS", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 2997-3000, 8 2014 DOI:10.1109/EMBC.2014.6944253
  42. Goktug T. Cinar, Carlos A. Loza, Jose C. Principe, Hierarchical Linear Dynamical Systems: A new model for clustering of time series ", Intl. Joint Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 2464-2470, 7 2014 DOI:10.1109/IJCNN.2014.6889858
  43. Ryan Burt, Goktug T. Cinar, Jose C. Principe, Pitch Estimation Using Non-negative Matrix Factorization ", Intl. Joint Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 2058-2062, 7 2014 DOI:10.1109/IJCNN.2014.6889864
  44. Guibiao Xu, Bao-Gang Hu and Jose C. Principe, An asymmetric stagewise least square loss function for imbalanced classification ", Intl. Joint Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1107-1114, 7 2014 DOI:10.1109/IJCNN.2014.6889606
  45. Goktug T. Cinar, Jose C. Principe, Clustering of Time Series Using a Hierarchical Linear Dynamical System ", ICASSP", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 6741-6745, 5 2014 DOI:10.1109/ICASSP.2014.6854905
  46. Austin J. Brockmeier, Eder Santanna, Luis G. Sanchez Giraldo, and Jose C. Principe, Projentropy: Using entropy to optimize spatial projections ", Intl. Conf. on Acoustics, Speech, and Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 4538-4542, 5 2014 DOI:10.1109/ICASSP.2014.6854461
  47. Rosha Pokharel, Sohan Seth, Jose C. Principe, Quantized Mixture Kernel Least Mean Square , Intl. Joint Conf. on Neural Networks, (Accepted)
  48. Austin J. Brockmeier, Luis G. Sanchez Giraldo, John S. Choi, Joseph T. Francis, and Jose C. Principe, Learning Multiscale Neural Metrics via Entropy Minimization ", EMBC", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 247-250, 11 2013 DOI:10.1109/NER.2013.6695918
  49. Rosha Pokharel, Sohan Seth, Jose C. Principe, Mixture Kernel Least Mean Square ", IJCNN", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1-7, 8 2013 DOI:10.1109/IJCNN.2013.6706867
  50. Bilal Fadlallah, Andreas Keil and Jose Principe, Functional Dependence in the Human Brain: A Graph-Theoretical Analysis ", EMBS", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 2948-2951, 7 2013 DOI:10.1109/EMBC.2013.6610158
  51. A. J. Brockmeier, L. G. Sanchez Giraldo, M. S. Emigh, J. Bae, J. S. Choi, J. T. Francis, and J. C. Principe, Information-theoretic metric learning: 2–D linear projections of neural data for visualization ", EMBS", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 5586-5589, 7 2013 DOI:10.1109/EMBC.2013.6610816
  52. Austin J. Brockmeier, Jose C. Principe, Anh Huy Phan, Andrzej Cichocki, A Greedy Algorithm for Model Selection of Tensor Decompositions ", ICASSP", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 6113-6117, 5 2013 DOI:10.1109/ICASSP.2013.6638839
  53. Rakesh Chalasani, Jose C. Principe, Deep Predictive Coding Networks ", ", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. -, 0 2013 DOI:http://arxiv.org/abs/1301.3541
  54. Rakesh Chalasani, Jose C. Principe, Naveen Ramakrishnan, A Fast Proximal Method for Convolutional Sparse Coding , IJCNN, (Accepted)
  55. Pingping Zhu and Jose C. Principe, KERNEL RECURRENT SYSTEM TRAINED BY REAL-TIME RECURRENT LEARNING ALGORITHM , ICASSP, (Accepted)
  56. Zhu, Pingping and Principe, Jose C., KERNEL RECURRENT SYSTEM TRAINED BY REAL-TIME RECURRENT LEARNING ALGORITHM , ICASSP, (Accepted)
  57. Jongmin Lee, Pingping Zhu, and Jose C. Principe, A Parameter-free Kernel Design Based on Cumulative Distribution Function for Correntropy ", IJCNN", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. -, 0 2013 DOI:10.1109/IJCNN.2013.6707021
  58. Phan, Anh-Huy; Cichocki, Andrzej; Tichavsky, Petr; Luta, Gheorghe; Brockmeier, Austin , Tensor completion through multiple Kronecker product decomposition ", ICASSP", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 3233-3237, 0 2013 DOI:10.1109/ICASSP.2013.6638255
  59. Jihye Bae, Luis G. Sanchez Giraldo, Eric A. Pohlmeyer, Justin Sanchez, Jose Principe, A New Method of Concurrently Visualizing States, Values, and Actions in Reinforcement based Brain Machine Interfaces , EMBC, (Accepted)
  60. Jihye Bae, Luis G. Sanchez Giraldo, Joseph T. Francis, Jose C. Principe, Correntropy Kernel Temporal Differences for Reinforcement Learning Brain Machine Interfaces , EMBS-NE, (Accepted)
  61. Lu Wan, Bilal Fadlallah, Andreas Keil and Jose Principe, Quantifying Cognitive State from EEG using Phase Synchrony ", EMBS", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 5809-5812, 0 2013 DOI:10.1109/EMBC.2013.6610872
  62. Bilal Fadlallah and Jose Principe, Diffusion Least-Mean Squares Over Adaptive Networks with Dynamic Topologies , IJCNN, (Accepted)
  63. Bilal Fadlallah, Andreas Keil and Jose Principe, Visualizing Brain Functional Networks using EEG Recordings , EMBS-NE, (Accepted)
  64. Evan Kriminger, Austin Brockmeier, Luis Giraldo Sanchez, Jose Principe, Metric Learning for Invariant Feature Generation in Reinforcement Learning ", Multidisciplinary Conference on Reinforcement Learning and Decision Making", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 68-72, 0 2013
  65. Rakesh Chalasani, Jose C. Principe, Dynamic Sparse Coding with Smoothing Proximal Gradient Method , Intl. Conf. on Acoustics, Speech, and Signal Processing, (Accepted)
  66. Pingping Zhu, Jose C Principe, Analysis on extended kernel recursive least squares algorithm ", Intl. Joint Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1-4, 0 2013 DOI:10.1109/IJCNN.2013.6706865
  67. Guibiao Xu and Bao-Gang Hu, Cost-Free Learning for Support Vector Machines with a Reject Option ", ", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 817-824, 0 2013 DOI:10.1109/ICDMW.2013.45
  68. Rakesh Chalasani; Jose C. Pincipe, Temporal Context in Object Recognition ", MLSP", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1-6, 9 2012 DOI:10.1109/MLSP.2012.6349758
  69. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 2957 -2960, 9 2012 DOI:10.1109/EMBC.2012.6346584
  70. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 2531-2534, 9 2012 DOI:10.1109/EMBC.2012.6346479
  71. Rakesh Chalasani, Goktug T. Cinar and Jose C. Principe, Sequential Causal Estimation And Learning From Time Varying Images ", IJCNN", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. -, 6 2012 DOI:10.1109/IJCNN.2012.6252480
  72. Goktug T. Cinar, Jose C. Principe, Hidden State Estimation using the Correntropy Filter with Fixed Point Update and Adaptive Kernel Size ", IJCNN", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. -, 6 2012 DOI:10.1109/IJCNN.2012.6252730
  73. Kittipat Kampa, Jose C. Principe, Duangmanee Putthividhya and Anand Rangarajan, DATA-DRIVEN TREE-STRUCTURED BAYESIAN NETWORK FOR IMAGE SEGMENTATION , ICASSP, (Accepted)
  74. Bilal Fadlallah, Sohan Seth, Andreas Keil and Jose Principe, Analyzing Dependence Structure of the Human Brain in Response to Visual Stimuli ", ICASSP", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 745-748, 3 2012 DOI:10.1109/ICASSP.2012.6287991
  75. Evan Kriminger, Choudur Lakshminarayan, and Jose Principe, Nearest neighbor distributions for imbalanced classification , IJCNN, (Accepted)
  76. Badong chen, Songlin Zhao, Sohan Seth, Jose C. Principe, Online Efficient Learning with Quantized KLMS and L1 Regularization , IJCNN, (Accepted)
  77. David Martinez-Rego, Evan Kriminger, Jose Principe, Oscar Fontenla-Romero, and Amparo Alonso-Betanzos, One-class classifier based on extreme value statistics , ESANN, (Accepted)
  78. Jongmin Lee and Jose C. Principe, Correntropy-based Spectrum Sensing for Wireless Microphones in Man-made Noise Environments ", CIP", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. -, 0 2012 DOI:10.1109/CIP.2012.6232937
  79. Evan Kriminger, Choudur Lakshminarayan, and Jose C. Principe, Mixture of designer experts for multi-regime detection in streaming data , EUSIPCO, (Accepted)
  80. Rosha Pokharel, Jose C. Principe, Kernel Classifier with Corretropy loss ", IJCNN", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1-6, 0 2012 DOI:10.1109/IJCNN.2012.6252721
  81. Bilal Fadlallah, Sohan Seth, Austin Brockmeier, Lin Li, Andreas Keil and Jose Principe, An Association Framework to Analyze Dependence Structure in Time Series ", EMBS", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 6176-6179, 0 2012 DOI:10.1109/EMBC.2012.6347404
  82. 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 ", IEEE EMBS Neural Engineering Conference", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 2531-2534, 0 2012 DOI:DOI:10.1109/EMBC.2012.6346479
  83. A. J. Brockmeier, B. Mahmoudi, J. C. Sanchez, and J. C. Principe, Efficient temporal decomposition of local field potentials ", MLSP", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1-6, 9 2011 DOI:10.1109/MLSP.2011.6064598
  84. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 4621-4624, 9 2011 DOI:10.1109/IEMBS.2011.6091144
  85. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1-6, 9 2011 DOI:10.1109/MLSP.2011.6064635
  86. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1-6, 9 2011 DOI:10.1109/MLSP.2011.6064603
  87. Kittipat Kampa, Duangmanee Putthividhya and Jose C. Principe, Irregular Tree-Structured Bayesian Network for image segmentation ", MLSP", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1-6, 9 2011 DOI:10.1109/MLSP.2011.6064604
  88. Songlin Zhao, Badong Chen, and Jose C. Principe, Kernel Adaptive Filtering with Maximum Correntropy Criterion ", IJCNN", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. -, 7 2011
  89. Kittipat Kampa, Erion Hasanbelliu and Jose C. Principe, Closed-form cauchy-schwarz PDF divergence for mixture of Gaussians ", IJCNN", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 2578 -2585, 7 2011 DOI:10.1109/IJCNN.2011.6033555
  90. Evan Kriminger, Choudur Lakshminarayan, and Jose C. Principe, Modified embedding for multi-regime detection in nonstationary streaming data ", ICASSP", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. -, 5 2011
  91. Sohan Seth, Austin J. Brockmeier, Jose C. Pri­ncipe, A metric approach toward point process divergence ", ICASSP", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 2104-2107, 5 2011 DOI:10.1109/ICASSP.2011.5946741
  92. Kittipat Kampa, Jose C. Principe, J. Tory Cobb and Anand Rangarajan, Deformable Bayesian networks for data clustering and fusion ", SPIE", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. -, 5 2011 DOI:10.1117/12.883096
  93. Austin J. Brockmeier, Evan G. Kriminger, Justin C. Sanchez, and Jose C. Principe, Latent State Visualization of Neural Firing Rates ", EMBS-NE", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 144-147, 4 2011 DOI:10.1109/NER.2011.5910509
  94. Evan Kriminger and Haniph Latchman, Markov Chain Model of HomePlug CSMA MAC for determining optimal fixed contention window size ", ", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. -, 4 2011
  95. Rakesh Chalasani, Jose C. Principe, Sparse Analog Associative Memory via L1-Regularization and Thresholding ", IJCNN", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1994-1999, 0 2011 DOI:10.1109/IJCNN.2011.6033470
  96. Goktug T. Cinar, Jose C. Principe, Adaptive Background Estimation using an Information Theoretic Cost for Hidden State Estimation ", IJCNN", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 489-494, 0 2011 DOI:10.1109/IJCNN.2011.6033261
  97. Alexander Singh Alvarado, Choudur Lakshminarayan, and Evan Kriminger, Local frequency-based estimators for anomaly detection in oil and gas applications ", ", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. -, 0 2011
  98. Songlin Zhao, Jose C. Principe, A Non-parametric Information Theoretic Approach for Change Detection in Time Series ", IJCNN", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. -, 0 2011
  99. A. J. Brockmeier, J. S. Choi, M. M. DiStasio, J. T. Francis, and J. C. Principe, Optimizing microstimulation using a reinforcement learning framework ", ICEMB", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1069-1072, 0 2011 DOI:10.1109/IEMBS.2011.6090249
  100. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 2645-2652, 0 2011 DOI:10.1109/IJCNN.2011.6033564
  101. Pingping Zhu, Badong Chen, Jose C. Principe, Extended Kalman Filter Using a Kernel Recursive Least Squares Observer ", IJCNN", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1402-1408, 0 2011 DOI:10.1109/IJCNN.2011.6033388
  102. Jihye Bae, Pratik Chhatbar, Joseph T. Francis, Justin C. Sanchez, Jose C. Principe, Reinforcement Learning via Kernel Temporal Difference ", EMBC", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 5662-5665, 0 2011 DOI:10.1109/IEMBS.2011.6091370
  103. Jihye Bae, Luis Sanchez Giraldo, Pratik Chhatbar, Joseph Francis, Justin Sanchez, Jose Principe, STOCHASTIC KERNEL TEMPORAL DIFFERENCE FOR REINFORCEMENT LEARNING ", MLSP", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1-6, 0 2011 DOI:10.1109/MLSP.2011.6064634
  104. Bilal Fadlallah, Sohan Seth, Andreas Keil and Jose Principe, Robust EEG Preprocessing for Dependence-based Condition Discrimination ", EMBS", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1407-1410, 0 2011 DOI:10.1109/IEMBS.2011.6090331
  105. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 2119-2127, 12 2010
  106. Kittipat Kampa, Jose C. Principe and K. Clint Slatton, Dynamic factor graphs: A novel framework for multiple features data fusion ", ICASSP", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 2106-2109, 3 2010 DOI:10.1109/ICASSP.2010.5495145
  107. Austin J. Brockmeier, Il Park, Babak Mahmoudi, Justin C. Sanchez, Jose C. Pri­ncipe, Spatio-Temporal Clustering of Firing Rates for Neural State Estimation ", ICEMB", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 6023-6026, 0 2010 DOI:10.1109/IEMBS.2010.5627600
  108. Yiwen Wang, Justin Sanchez, Jose Principe, Selecting Neural Subsets for Kinematics Decoding by Information Theoretical Analysis in Motor Brain Machine Interfaces ", IJCNN", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 3275-3280, 6 2009
  109. Il Park, Jose C. Principe, Quantification of Inter-trial Non-stationarity in Spike Trains from Periodically Stimulated Neural Cultures , ICASSP, (Accepted)
  110. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 79-84, 10 2008
  111. Yiwen Wang, Jose C. Principe, Tracking the Non-Stationary Neuron Tuning by Dual Kalman Filter for Brain Machine Interfaces Decoding ", EMBC", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1720-1723, 8 2008
  112. Il Park, Jose C. Principe, Correntropy based Granger Causality ", ICASSP", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. -, 4 2008
  113. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 435-436, 10 2007
  114. H-H Hsu, J. Principe (1991), Visualization Of Epileptic Spikes In State Space ", Annual Int. Conf. IEEE-EMBS", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1191-1192, 10 2007
  115. J. Principe, P-C. Lo (1991), Estimation of Lyapunov Exponents from the EEG ", Annual Int. Conf. IEEE-EMBS", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 2230-2231, 9 2007
  116. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 4257-4260, 8 2007
  117. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 2250-2255, 8 2007
  118. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 189-194, 7 2007
  119. J. Principe, J-M. Kuo (1993), Noise reduction in state space using the focused gamma neural network ", Proc. of SPIE", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 326-331, 7 2007
  120. J. Principe, J. Tracey (1993), Isolated-word Speech Recognition using the Focused Gamma Neural Network ", World Congress on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 87-100, 7 2007
  121. J. Principe, L. Turner (1994), Word Spotting with the Gamma Neural Model ", World Congress on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 502-505, 6 2007
  122. J. Principe, M. Motter (1994), System Identification with Dynamic Neural Networks ", World Congress on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 284-289, 6 2007
  123. 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.", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 27.71-27.74, 5 2007
  124. Ruijiang Li, Jose Principe, Margaret Bradley, Vera Ferrari, Single-trial ERP estimation based on spatio-temporal filtering ", Neural Engineering Informatics", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 538-541, 5 2007
  125. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 19-22, 5 2007
  126. Jack DiGiovanna, Babak Mahmoudi, Jeremiah Mitzelfelt, Justin C. Sanchez, Jose C. Prinicpe, Brain-Machine Interface Control via Reinforcement Learning ", Neural Engineering Informatics", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 530-533, 5 2007
  127. Yiwen Wang, Justin C. Sanchez, Jose C. Principe, Information Theoretical Estimators of Tuning Depth and Time Delay for Motor Cortex Neurons ", Neural Engineering Informatics", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 502-505, 5 2007
  128. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 490-493, 5 2007
  129. J. Principe, K. Gugel, A. Adkins, S. Eatemadi (1990), Multi-rate Sampling of Digital Audio Equalizer ", IEEE SoutheastCon", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 499-502, 4 2007
  130. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 514-517, 4 2007
  131. B. De Vries, J. Principe, P. Guedes de Oliveira (1991), Adaline with adaptive recursive memory ", Intl. Work. on Neural Networks for Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 101-110, 1 2007
  132. J. Principe, T. Yoon (1990), A numeric-symbolic approach to tool breakage direction ", Sensors Expo and Conf.", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 301B1-301B8, 1 2007
  133. J. Fisher, J. Principe (1994), Formulation of the MACE fulter as a linear associative memory ", IEEE World Congress on Computational Intelligence", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 2934-2937, 1 2007
  134. 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.", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 301A1-301A1, 1 2007
  135. J. Principe, P-C. Lo (1990), Chaotic Dynamics of Time-Delay Neural Networks ", Intl. Joint Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 367-372, 1 2007
  136. T. Yoon, J. Principe (1990), A Knowledge-Based Supervision Model for Machine Tools ", Computer Software and Applications Conf.", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 779-780, 1 2007
  137. Y. Rao, D. Erdogmus, J. Principe, Error whitening criterion for linear filter estimation ", Intl. Joint Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1447-1452, 1 2007
  138. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 2657-2660, 1 2007
  139. D. Erdogmus, J. Principe, L. Vielva, Blind deconvolution with minimal Renyi's entropy ", European Signal Processing Conf.", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 71-74, 1 2007
  140. D. Erdogmus, J. Principe, S.-P Kim, J. Sanchez, A recursive Renyi's entropy estimator ", American Control Conf.", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 209-217, 1 2007
  141. Y Rao, J. Principe, An RLS type algorithm for generalized eigendecomposition ", Intl. Work. on Neural Networks for Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 263-272, 1 2007
  142. V. Tavares, J. Principe, J. Harris, A silicon olfactory bulb oscillator ", IEEE Intl. Symposium on Circuits and Systems", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 397-400, 1 2007
  143. J. DiGiovanna, J. Sanchez, J. Principe, Improved Linear BMI Systems vis Population Averaging ", Intl. Conf. of Engineering in Medicine and Biology Society", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1608-1611, 9 2006
  144. Sudhir Rao, Allan de Medeiros Martins, Weifeng Liu, Jose C. Principe, Information Theoretic Mean Shift Algorithm ", Intl. Work. on Neural Networks for Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. -, 9 2006
  145. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. -, 9 2006
  146. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 2502-2506, 8 2006
  147. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 6186-6188, 8 2006
  148. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 6253-6256, 8 2006
  149. N. mamone, F. Morabito, J. Principe, Visualization of the Short Term Lyapunov Exponent Topography in the Epileptic Brain ", Annual Int. Conf. IEEE-EMBS", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 4257-4260, 8 2006
  150. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 4382-4386, 8 2006
  151. R. Li, J. Principe, Blinking Artifact Removal in Cognitive EEG Data using ICA ", Intl. Conf. of Engineering in Medicine and Biology Society", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 6273-6278, 8 2006
  152. J. Sanchez, P. Carney, J. Principe, Analysis of Amplitude Modulated Control Features for ECoG Neuroprosthetics ", Intl. Conf. of Engineering in Medicine and Biology Society", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 5468-5471, 8 2006
  153. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 5904-5907, 8 2006
  154. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. -, 8 2006
  155. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 6186-6188, 8 2006
  156. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 2179-2183, 7 2006
  157. Seungju Han, Jose Principe, A fixed-point minimum error entropy algorithm ", IEEE Int. Workshop on Machine Learning for Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 167-172, 7 2006
  158. Kyu-Hwa Jeong, Jose C. Principe, THE CORRENTROPY MACE FILTER FOR IMAGE RECOGNITION ", IEEE Int. Workshop on Machine Learning for Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 9-14, 7 2006
  159. W. Liu, P. Pokharel, J. Principe, Error Engropy, Correntropy, and M-Estimation ", IEEE Int. Workshop on Machine Learning for Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 179-184, 7 2006
  160. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 379-384, 7 2006
  161. A. Gunduz, A. Hegde, J. Principe, Correntropy as a Novel Measure for Nonlinearity Tests ", Intl. Joint Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1856-1862, 7 2006
  162. J-W. Xu, P. Pokharel, A. Paiva, J. Principe, Nonlinear Component Analysis Based on Correntropy ", Intl. Joint Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1851-1855, 7 2006
  163. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 4904-4911, 7 2006
  164. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 581-586, 7 2006
  165. Y. Wang, A. Paiva, J. Principe, A Monte Carlo Sequential Estimation for Point Process Optimum Filtering ", Intl. Joint Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1846-1850, 7 2006
  166. D. Han, J. Principe, L. Yang, I. Santamaria, J. Via, Robust Blind SIMO Channel Estimation ", Intl. Conf. on Acoustics, Speech, and Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 125-128, 5 2006
  167. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. V-573-V-576, 5 2006
  168. Seungju Han, Sudhir Rao, Kyu-Hwa Jeong, Jose Principe, A Normalized Minimum Error Entropy Stochastic Algorithm ", Intl. Conf. on Acoustics, Speech, and Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. V-609-V-612, 5 2006
  169. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 881-884, 5 2006
  170. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 765-768, 5 2006
  171. P. Pokharel, R. Agrawal, J. Principe, A Closed Form Solution for a Nonlinear Wiener Filter ", Intl. Conf. on Acoustics, Speech, and Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 720-723, 5 2006
  172. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 546-553, 5 2006
  173. Seungju Han, Sudhir Rao, and Jose Principe, Estimating the Information Potential with the Fast Gauss Transform ", Intl. Conf. on ICA and Signal Separation", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 82-89, 3 2006
  174. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 846-853, 3 2006
  175. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 317-322, 9 2005
  176. A. Gunduz, J. Principe, W. Freeman, Online Detection of Perceptual Signatues in Multichannel ECoG ", Annual Int. Conf. IEEE-EMBS", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 3683-3686, 9 2005
  177. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. -, 7 2005
  178. Yiwen Wang, Sung-Phil Kim, Jose C. Principe, Comparison of TDNN Training Algorithms in Brain Machine Interfaces ", Intl. Joint Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 2459-2462, 7 2005
  179. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 2359-2362, 7 2005
  180. M. Ozturk, D. Xu, J. Principe, Computing with Transietnly Stable States ", Intl. Joint Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1467-1472, 7 2005
  181. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 806-810, 6 2005
  182. Jian-Wu Xu, Deniz Erdogmus, Jose C. Principe, Minimum Error Entropy Luenberger Observer ", American Control Conf.", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. -, 6 2005
  183. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. v-233-v-236, 5 2005
  184. R. Jenssen, D. Erdogmus, J. Principe, T. Eltoft, The Laplacian Spectral Classifier ", Intl. Conf. on Acoustics, Speech, and Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. v-325-v-328, 5 2005
  185. D. Erdogmus, Y. Rao, J. Principe, Supervised Training of Adaptive Systems with Partially Labeled Data ", Intl. Conf. on Acoustics, Speech, and Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. v321-v324, 4 2005
  186. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 213-216, 3 2005
  187. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 249-252, 3 2005
  188. A. Paiva, J. Principe, J. Sanchez, Compression of Spike Data using the Self Organizing Map ", American Control Conf.", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. v-viii, 3 2005
  189. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 290-293, 12 2004
  190. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1-8, 12 2004
  191. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. -, 9 2004
  192. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 311-318, 9 2004
  193. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 123-132, 9 2004
  194. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 83-92, 9 2004
  195. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 73-82, 9 2004
  196. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 91-94, 9 2004
  197. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 29-32, 9 2004
  198. D. Chen, J. Harris, J. Principe, A bio-amplifier with pulse output ", Intl. Conf. of Engineering in Medicine and Biology Society", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 4071-4074, 9 2004
  199. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 5321-5324, 9 2004
  200. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 952-955, 9 2004
  201. B. Davis, J. Principe, J. Fortes, Design and performance Analysis of Nanoscale Content-Addressable Memories ", IEEE Conference on Nanotechnology", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1-4, 8 2004
  202. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 2159-2162, 7 2004
  203. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 105-108, 7 2004
  204. R. Jenssen, T. Eltoft, J. Principe, Information Theoretic Spectral Clustering ", Intl. Joint Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 111-116, 7 2004
  205. Dongming Xu, Jose Principe and John Harris, LOGIC COMPUTATION USING COUPLED NEURAL OSCILLATORS ", IEEE Intl. Symposium on Circuits and Systems", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 788-791, 5 2004
  206. Jian-Wu Xu, Deniz Erdogmus, Jose C. Principe, MINIMIZING FISHER INFORMATION OF THE ERROR ", Intl. Conf. on Acoustics, Speech, and Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 513-516, 5 2004
  207. D. Erdogmus, Y.N. Rao, J.C. Principe, Gaussianizing Transformations for ICA ", Intl. Conf. on ICA and Signal Separation", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 26-32, 3 2004
  208. L. Sehn-Schioler, D. Erdogmus, J. Principe, Parzen Particle Filters ", Intl. Conf. on Acoustics, Speech, and Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. V781-V784, 1 2004
  209. J-W. Xu, D. Erdogmus, M. Ozturk, J. Principe, Recursive Renyi's Estimator for Adaptive Filtering ", International Symposium on Signal Processing and Information Technology", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 134-137, 12 2003
  210. 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 ", ", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 3612-3617, 10 2003 DOI:10.1109/IROS.2003.12
  211. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 2160-2163, 9 2003
  212. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 20-24, 9 2003
  213. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 309-318, 9 2003
  214. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 332-336, 7 2003
  215. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 2005-2010, 7 2003
  216. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 157-160, 6 2003
  217. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 34-38, 5 2003
  218. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 837-840, 5 2003
  219. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1-4, 4 2003
  220. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. VI312-VI324, 4 2003
  221. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1041-1046, 4 2003
  222. D. Erdogmus, Y. Rao, M. Ozturk, L. Vielva, J. Principe, On the convergence of SIPEX ", Intl. Conf. on Acoustics, Speech, and Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 697-700, 4 2003
  223. M. Lazaro, I. Santamaria, C. Pantaleon, D. Erdogmus, J. Principe, Matched pdf-based blind equalization ", Intl. Conf. on Acoustics, Speech, and Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 297-300, 4 2003
  224. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. VI197-VI200, 4 2003
  225. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. VI321-VI324, 4 2003
  226. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 255-260, 4 2003
  227. 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.", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 59-62, 3 2003
  228. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. -, 2 2003
  229. Jing Lan, Jose C. Principe and *Mark A. Motter, Identification of Dynamical Systems Using GMM with VQ Initialization ", Intl. Joint Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. -, 1 2003
  230. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1-6, 0 2003
  231. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 219-228, 9 2002
  232. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 139-148, 9 2002
  233. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 278-282, 9 2002
  234. Deniz Erdogmus, Jose C. Principe, Geetha K. Thampi, Adaptive Linear Observer For Nonlinear Systems ", Portuguese Conf. on Automatic Control", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 56-60, 9 2002
  235. 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.", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 75-78, 9 2002
  236. 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.", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 557-550, 9 2002
  237. Y. Rao, J. Principe, Efficient total least squares method for system modeling using minor component analysis ", Intl. Work. on Neural Networks for Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 259-268, 9 2002
  238. D. Erdogmus, J. Principe, K. Hild, Do Hebbian synapses estimate entropy? ", Intl. Work. on Neural Networks for Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 199-208, 9 2002
  239. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 59-65, 8 2002
  240. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. ---, 8 2002
  241. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 148-151, 8 2002
  242. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 993-996, 5 2002
  243. Y. Rao, J. Principe, Robust online principal component analysis based on a fixed-point appoach ", Intl. Conf. on Acoustics, Speech, and Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1-981-1-984, 5 2002
  244. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 3049-3052, 5 2002
  245. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1069-1072, 5 2002
  246. Mark D. Skowronski, John G. Harris, Increased mfcc Filter Bandwidth for Noise-robust Phoneme Recognition ", Intl. Conf. on Acoustics, Speech, and Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 801-804, 3 2002
  247. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 126-131, 12 2001
  248. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 7-12, 12 2001
  249. L. Vielva, D. Erdogmus, J.C. Principe, Underdetermined Blind Source Separation Using a Probabilistic Source Sparsity Model ", Intl. Conf. on ICA and Signal Separation", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 675-679, 12 2001
  250. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 189-194, 12 2001
  251. D. Erdogmus, J.C. Principe, Convergence Analysis of the Information Potential Criterion in Adaline Training ", Intl. Work. on Neural Networks for Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 123-132, 9 2001
  252. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 443-451, 9 2001
  253. D. Erdogmus, J. Principe, Convergence analysis of hte information potential criterion in Adaliine Training ", Intl. Work. on Neural Networks for Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 123-132, 9 2001
  254. I. Santamaria, C. Pantaleon, J. Principe, Minimizing BER in DFE's with the Adatron algorithm ", Intl. Work. on Neural Networks for Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 423-432, 9 2001
  255. D. Erdogmus, J.C. Principe, Information Transfer Through Classifiers and its Relation to Probability of Error ", Intl. Joint Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 50-54, 7 2001
  256. D. Erdogmus, J.C. Principe, Entropy Minimization Algorithm for Neural Networks ", Intl. Joint Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 3003-3008, 7 2001
  257. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 2762-2767, 7 2001
  258. Dongming Xu, Jose C. Principe, Feature evaluation using quadratic mutual information ", Intl. Joint Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 459-463, 7 2001
  259. D. Xu, J. Principe, Feature evaluation using quadratic mutual information ", Intl. Joint Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 459-463, 7 2001
  260. D. Erdogmus, J. Principe, Entropy minimization algorithm for multilayer perceptrons ", Intl. Joint Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 3003-3008, 7 2001
  261. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1317-1320, 5 2001
  262. Y. Rao, J. Principe, A fast on-line algorithm for PCA and its convergence characteristics ", Intl. Work. on Neural Networks for Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 299-307, 12 2000
  263. J.C. Principe, D. Erdogmus, From Adaptive Linear to Information Filtering ", Symposium on Adaptive Systems for Signal Processing, Communications and Control", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 99-104, 10 2000
  264. Mark D. Skowronski, John G. Harris, A Probabilistic Analysis of the Ratio Spectrum ", Symposium on Adaptive Systems for Signal Processing, Communications and Control", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 333-336, 10 2000
  265. Yolanda Blanco-Archilla, Z. Santiago, Jose C. Principe, Alternative statistical Gaussianity measure using the cumulative density function ", Intl. Conf. on ICA and Signal Separation", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 537-542, 10 2000
  266. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 266-271, 10 2000
  267. Ernst Haselsteiner, Jose C. Principe, Supervised learning without numerical targets - An information theoretic approach ", European Signal Processing Conf.", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. n/a-n/a, 9 2000
  268. J. Principe, D. Xu, A. Learn, Q. Zhao, Statistical Pose Estimation of Land Targets in SAR ", Proc. of SPIE", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 310-321, 8 2000
  269. Q. Zhao, J. Principe, Incorporating virtual negative exemplars to improve SAR ATR ", American Control Conf.", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 354-360, 8 2000
  270. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 243-248, 7 2000
  271. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 75-80, 6 2000
  272. Neil Euliano, Jose C. Principe, Dynamic subgrouping in RTRL provides a faster O(N2) algorithm ", Intl. Conf. on Acoustics, Speech, and Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 3418-3421, 6 2000
  273. Victor Brennan, Jose C. Principe, Multiresolution using principle component analysis ", Intl. Conf. on Acoustics, Speech, and Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 3474-3477, 6 2000
  274. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 261-264, 6 2000
  275. Erhan Gokcay, Jose C. Principe, A new clustering evaluation function using Renyi's information potential ", Intl. Conf. on Acoustics, Speech, and Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 3490-3493, 6 2000
  276. Jose C. Principe, Dongxin Xu, Information-theoretic learning using Renyi's quadratic entropy ", Intl. Conf. on ICA and Signal Separation", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 407-412, 8 1999
  277. Hsiao-Chun Wu, Jose C. Principe, Simultaneous diagonalization in the frequency domain (SDIF) for source separation ", Intl. Conf. on ICA and Signal Separation", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 245-250, 8 1999
  278. Dongxin Xu, Jose C. Principe, Training MLPs layer-by-layer with the information potential ", Intl. Joint Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1716-1720, 8 1999
  279. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 58-66, 8 1999
  280. Cristina Mejuto, Jose Principe, A Second-Order Method for Blind Source Separation of Convolutive Mixtures ", Intl. Conf. on ICA and Signal Separation", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 395-400, 8 1999
  281. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 58-66, 8 1999
  282. Neil Euliano, Jose C. Principe, A spatio-temporal memory based on SOMs with activity diffusion ", Work. on Self-Organizing Maps", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 253-266, 7 1999
  283. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 910-915, 7 1999
  284. Qun Zhao, Jose C. Principe, Support vector machines for synthetic aperture radar automatic target recognition ", SPIE Automatic Target Recognition", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 101-107, 4 1999
  285. Dongxin Xu, Jose C. Principe, Training MLPs layer-by-layer with the information potential ", Intl. Conf. on Acoustics, Speech, and Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1045-1048, 3 1999
  286. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 389-392, 3 1999
  287. Hsiao-Chun Wu, Jose C. Principe, Generalized anti-Hebbian learning for source separation ", Intl. Conf. on Acoustics, Speech, and Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1073-1076, 3 1999
  288. Jose C. Principe, Statistically Independent Feature Extraction for SAR Imagery ", DARPA Image Understanding Workshop", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. n/a-n/a, 11 1998
  289. Jose C. Principe, Qun Zhao, Dongxin Xu, A novel classifier architecture exploiting pose estimation for SAR/ATR ", DARPA Image Understanding Workshop", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 833-837, 11 1998
  290. Qun Zhao, Dongxin Xu, Jose C. Principe, Pose estimation for SAR Automatic Target Recognition ", DARPA Image Understanding Workshop", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 827-831, 11 1998
  291. M. Boillot, J. Principe, An Algorithm Development and Support Database for MSTAR ", DARPA Image Understanding Workshop", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 821-825, 11 1998
  292. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 507-510, 9 1998
  293. Vitor Tavares, Jose C. Principe, Towards a silicon implementation of the olfactory system ", IEEE Intl. Conf. on Electronics, Circuits and Systems", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 131-134, 9 1998
  294. Victor Brennan, Jose C. Principe, Face classification using a multiresolution principal component analysis ", Intl. Work. on Neural Networks for Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 506-515, 8 1998
  295. D. Xu, J. Principe, Learning from examples with quadratic mutual information ", Intl. Work. on Neural Networks for Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 155-164, 8 1998
  296. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 319-324, 6 1998
  297. Hsiao-Chun Wu, Jose C. Principe, Minimum entropy algorithms for source separation ", IEEE Intl. Symposium on Circuits and Systems", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 242-245, 6 1998
  298. John Fisher, Jose C. Principe, A methodology for information theoretic feature extraction ", Intl. Joint Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1712-1716, 5 1998
  299. Neil Euliano, Jose C. Principe, Temporal plasticity in self-organizing networks ", Intl. Joint Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1063-1067, 5 1998
  300. Vitor Tavares, Jose C. Principe, Discrete network implementation of KII, KIII freeman models ", Intl. Joint Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1488-1492, 5 1998
  301. Dongxin Xu, Jose C. Principe, Hsiao-Chun Wu, A principle component network for generalized eigen-decomposition ", Intl. Conf. on Genetic Algorithms", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 849-853, 5 1998
  302. Craig Fancourt, Jose C. Principe, Modeling Time Dependencies in the Mixture of Experts ", Intl. Joint Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 2324-2328, 5 1998
  303. Helder Cochofel, D. Wooten, Jose C. Principe, A neural network environment for adaptive inverse control ", Intl. Joint Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. -pages, 5 1998
  304. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1145-1148, 5 1998
  305. Jose C. Principe, Neil Euliano, W. Curt Lefebvre, An interactive learning environment for adaptive systems instruction ", Intl. Conf. on Acoustics, Speech, and Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1901-1904, 5 1998
  306. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1161-1164, 5 1998
  307. K. Coggins, J. Principe, Detection and Classification of Insect Sounds in a Grain Silo using a Neural Network ", Intl. Joint Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1760-1765, 5 1998
  308. Hsiao-Chun Wu, Jose C. Principe, Simultaneous diagonalization algorithm for blind source separation based on sub-band filtered features ", Proc. of SPIE", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 466-474, 4 1998
  309. Dongxin Xu, John Fisher, Jose C. Principe, Mutual information approach to pose estimation ", SPIE Algorithms for Synthetic Aperture Radar Imagery", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 218-229, 4 1998
  310. Jose C. Principe, Dongxin Xu, Learning from examples with quadratic mutual information ", Machines that Learn Work.", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. n/a-n/a, 4 1998
  311. F. Candocia, J. Principe, A Method using Multiple Models to Superresolve SAR Imagery ", Proc. of SPIE", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 197-207, 4 1998
  312. John Fisher, Jose C. Principe, Blind source separation by interactions of output signals ", Intl. Conf. on Digital Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. n/a-n/a, 3 1998
  313. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 496-505, 9 1997
  314. Jui-Kuo Juan, John Harris, Jose C. Principe, Locally Recurrent Networks with Multiple Time Scales ", Intl. Work. on Neural Networks for Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 645-653, 9 1997
  315. John Fisher, Jose C. Principe, Entropy manipulation of arbitrary nonlinear mappings ", Intl. Work. on Neural Networks for Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 14-23, 9 1997
  316. Jose C. Principe, Dongxin Xu, Classification with linear networks using an online constrained LDA algorithm ", Intl. Work. on Neural Networks for Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 286-295, 9 1997
  317. A. Teixeira, F. Vaz, J. Principe, A software tool to study Portuguese vowels ", EuroSpeech", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 2543-2543, 9 1997
  318. Jui-Kuo Juan, John Harris, Jose C. Principe, Analog hardware implementation of adaptive filter structures ", Intl. Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 916-921, 6 1997
  319. Jose C. Principe, Ludong Wang, James Kuo, Nonlinear Dynamic Modeling with Neural Networks ", European Conf. on Signal Analysis, Prediction", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. n/a-n/a, 6 1997
  320. L. Yen, Jose C. Principe, Adaptive target detection in UWB images using Laguerre network ", Intl. Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 2072-2075, 6 1997
  321. Frank Candocia, Jose C. Principe, A Neural Implementation of Interpolation with a Family of Kernels ", Intl. Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1506-1511, 6 1997
  322. Frank Candocia, Jose C. Principe, A self-organizing principle for segmenting, super-resolving ISAR images ", DARPA Image Understanding Workshop", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1161-1166, 5 1997
  323. Craig Fancourt, Jose C. Principe, Soft competition principal component analysis using the mixture of experts ", DARPA Image Understanding Workshop", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1071-1076, 5 1997
  324. John Fisher, Jose C. Principe, A nonparametric methodology for information theoretic feature extraction ", DARPA Image Understanding Workshop", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1077-1084, 5 1997
  325. L. Yen, J. Principe, Target Detection in UWB SAR Images Using Temporal Fusion ", DARPA Image Understanding Workshop", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1155-1160, 5 1997
  326. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 3401-3404, 4 1997
  327. Craig Fancourt, Jose C. Principe, Temporal Self-Organization Through Competitive Prediction ", Intl. Conf. on Acoustics, Speech, and Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 3325-3329, 4 1997
  328. T. Davis, J. Principe (1991), A Simulated Annealing Like Convergence Theory for the Simple Genetic Algorithm ", Intl. Conf. on Genetic Algorithms", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 174-181, 12 1996
  329. J. Principe, B. deVries, J-M. Kuo, P. Guedes de Oliveira (1993), Modeling Applications with the Focused Gamma Net ", Neural Information Processing Systems", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 143-150, 12 1996
  330. B. deVries, J. Principe (1991), Transient Signal Detection with Neural Networks: the search for hte desired signal (1992) ", Neural Information Processing Systems", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 162-168, 12 1996
  331. Mohamed Ismail, Jose C. Principe, Eqivalence between the RLS algorithms, the ridge regression techniques ", Asilomar Conference on Signals, Systems and Computers", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1083-1087, 11 1996
  332. D. Jones, Jose C. Principe, Optimal parameter estimation of the Laguerre filter via the complex performance function ", Asilomar Conference on Signals, Systems and Computers", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 805-808, 11 1996
  333. J. Principe, J-M Kuo, Dynamic Modeling of Chatoic time Series with Neural Networks ", Neural Information Processing Systems", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 311-318, 11 1996
  334. J. Principe, H. Hsu, J. Kuo, Analysis of short term neural memory structures for nonlinear prediction (1994) ", Neural Information Processing Systems", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1011-1018, 11 1996
  335. A. Zahalka, J. Principe, Transient Signal Detection with Neural Networks: the search for hte desired signal (1992) ", Neural Information Processing Systems", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 688-695, 11 1996
  336. J. Principe, B. de Vries, J-M Kuo, Modeling applicatins with the focused gamma net (1991) ", Neural Information Processing Systems", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 143-150, 11 1996
  337. A. deVries, J. Principe, A theory for neural networks with time delays (1990) ", Neural Information Processing Systems", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 162-168, 11 1996
  338. Chuan Wang, L. Yen, Jose C. Principe, On-line transform domain LMS algorithm implemented with PCA learning ", World Congress on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 599-602, 9 1996
  339. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 413-422, 9 1996
  340. W. Lefebvre, J. Principe, Competitive Discriminant Function Networks (CNFNs): A Novel Unsupervised Algorithm to Find Modal Boundaries ", World Congress on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 359-362, 9 1996
  341. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 207-215, 9 1996
  342. O. Schwartz, J. Harris, J. Principe, Modelingthe Precedence Effect for Speech Using the Gamma Filter ", Computational Neuroscience Meeting", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 819-826, 7 1996
  343. C. Wang, J-M. Kuo, J. Principe, Using Anti-Hebbian Training to find Orthogonal Signals ", World Congress on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 540-543, 7 1996
  344. James Kuo, Jose C. Principe, Speech Classification Using a Modified Focused Gamma Network ", Intl. Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1877-1882, 6 1996
  345. Hui-Huang Hsu, L. Fu, Jose C. Principe, Context analysis by the Gamma neural network ", Intl. Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 682-687, 6 1996
  346. Neil Euliano, Jose C. Principe, Spatio-Temporal Self-Organizing Feature Maps ", Intl. Conf. on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1900-1905, 6 1996
  347. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1906-1911, 6 1996
  348. Craig Fancourt, Jose C. Principe, Temporal Self-Organization through Competitive Prediction ", Yale Work. on Adaptive and Learning Systems", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 8-12, 6 1996
  349. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 163-170, 6 1996
  350. Dongxin Xu, Craig Fancourt, Chuan Wang, Multi-Channel HMM ", Intl. Conf. on Acoustics, Speech, and Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 841-844, 5 1996
  351. Jui-Kuo Juan, John Harris, Jose C. Principe, Analog VLSI implementations of continuous time memory structures ", IEEE Intl. Symposium on Circuits and Systems", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 338-340, 5 1996
  352. J. Richards, M. Webster, J. Principe (1990), A Gradient-Based Variable Step-Size LMS Algorithm ", IEEE SoutheastCon", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1083-1087, 4 1996
  353. A. Barreto, J. Principe, S. Reid (1990), Multidimensional Filtering of the Electrocorticogram (ECoG) for Epileptic Focus Localization ", IEEE SoutheastCon", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1116-1120, 4 1996
  354. Chuan Wang, L. Yen, Jose C. Principe, Detection of random vectors using an unsupervised neural network ", Proc. of SPIE", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 523-532, 3 1996
  355. Chuan Wang, Hsiao-Chun Wu, Jose C. Principe, A cost function for robust estimation of PCA ", Proc. of SPIE", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 120-127, 3 1996
  356. John Fisher, Jose C. Principe, Unsupervised Learning for Nonlinear Synthetic Discriminant Functions ", Proc. of SPIE", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 2-13, 3 1996
  357. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 367-372, 0 1996 DOI:10.1109/IJCNN.1990.137595
  358. Jose C. Principe, James Kuo, Dynamic Modeling of Chaotic Time Series with Neural Networks ", Neural Information Processing Systems", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 311-318, 10 1995
  359. J. Lee, Jose C. Principe, D. Hanes, Velocity measurements of granular flow with a Hopfield Network ", Intl. Work. on Neural Networks for Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 380-387, 8 1995
  360. Jose C. Principe, Ludong Wang, Non-linear time series modeling with self-organizing feature maps ", Intl. Work. on Neural Networks for Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 11-20, 8 1995
  361. L. Iasemidis, K. Pappas, Jose C. Principe, C. Sackellares, Measurement, quantification of Spatio-temporal Dynamics of Human Epileptic Seizures ", Experimental Chaos Conf.", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. n/a-n/a, 8 1995
  362. Samel Celebi, Jose C. Principe, Magnitude spectral estimation via Poisson moments with application to speech recognition ", Intl. Conf. on Acoustics, Speech, and Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 393-396, 5 1995
  363. Chuan Wang, James Kuo, Jose C. Principe, A relation between Hebbian, MSE learning ", Intl. Conf. on Acoustics, Speech, and Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 3363-3366, 5 1995
  364. John Fisher, Jose C. Principe, Experimental results using a nonlinear extension of the MACE filter ", Proc. of SPIE", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1-12, 4 1995
  365. Jose C. Principe, A. Radisavljevic, Munchurl Kim, John Fisher, M. Hyett, L. Novak, Target pre-screening based on 2D gamma kernels ", Proc. of SPIE", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 251-258, 4 1995
  366. Jose C. Principe, Hui-Huang Hsu, James Kuo, Analysis of short term neural memory structures for nonlinear prediction ", Neural Information Processing Systems", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1011-1018, 12 1994
  367. Samel Celebi, Jose C. Principe, Spectral Feature extraction using Poisson moments ", Intl. Work. on Neural Networks for Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 155-162, 9 1994
  368. James Kuo, Jose C. Principe, Reconstructed dynamics and chaotic signal modeling ", Intl. Work. on Neural Networks for Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 661-670, 9 1994
  369. James Kuo, Jose C. Principe, Learning to generate a sinewave with a recurrent two-neuron network ", World Congress on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 403-407, 6 1994
  370. Samel Celebi, Jose C. Principe, Analysis of spectral feature extraction using the gamma filter ", IEEE World Congress on Computational Intelligence", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 4497-4501, 6 1994
  371. Jose C. Principe, Mark Motter, A gamma memory neural network for system identification ", IEEE World Congress on Computational Intelligence", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 3232-3237, 6 1994
  372. Chuan Wang, Jose C. Principe, A simplified statistical analysis of feedforward neural classifier ", IEEE World Congress on Computational Intelligence", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 806-810, 6 1994
  373. M. Palkar, Jose C. Principe, Echo cancellation with the gamma filter ", Intl. Conf. on Acoustics, Speech, and Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 369-372, 4 1994
  374. James Kuo, Samel Celebi, Jose C. Principe, Adaptation of memory depth in the gamma filter ", Intl. Conf. on Acoustics, Speech, and Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 373-376, 4 1994
  375. Jose C. Principe, James Kuo, Noise Reduction in state space using the focused gamma neural network ", Intl. Conf. on Acoustics, Speech, and Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 533-536, 4 1994
  376. Hui-Huang Hsu, L. Fu, Jose C. Principe, A knowledge-based approach to supervised incremental learning ", IEEE World Congress on Computational Intelligence", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1793-1798, 4 1994
  377. K. Gugel, Jose C. Principe, S. Venkumahanti, Analysis of coarse parallel architectures for artificial neural processing ", Intl. Work. on Neural Networks for Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 450-459, 9 1993
  378. Jose C. Principe, James Kuo, Backpropagation through time with fixed memory size requirements ", Intl. Work. on Neural Networks for Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 207-215, 9 1993
  379. W. Curt Lefebvre, Jose C. Principe, Object oriented artificial neural network implementations ", World Congress on Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 436-439, 7 1993
  380. K. Gugel, Jose C. Principe, S. Venkumahanti, Analysis of coarse parallel architectures for artificial neural processing ", World Congress on Artificial Neural Networks", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 787-790, 7 1993
  381. Jose C. Principe, Bert deVries, James Kuo, Pedro Guedes de Oliveira, Modeling applications with the focused gamma net ", Neural Information Processing Systems", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 143-150, 12 1992
  382. Bert deVries, Jose C. Principe, Short term memory structures for dynamic neural networks ", Asilomar Conference on Signals, Systems and Computers", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 766-770, 10 1992
  383. James Kuo, Jose C. Principe, Bert deVries, Prediction of chaotic time series using recurrent neural networks ", Intl. Work. on Neural Networks for Signal Processing", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 436-443, 8 1992
  384. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 503-510, 8 1992
  385. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 244-248, 3 1992
  386. Jose C. Principe, S. Reid, Analysis, visualization of the EEG in phase space ", Intl. Conf. on Engineering in Medicine and Biology", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1404-1405, 11 1990
  387. Jose C. Principe, S. Park, An expert system architecture for abnormal EEG discrimination ", Intl. Conf. on Engineering in Medicine and Biology", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1376-1377, 11 1990
  388. Jose C. Principe, T. Yoon, Knowledge representation in machine tool supervision systems ", IEEE Intl. Symposium on Intelligent Control", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1106-1110, 9 1990
  389. Bert deVries, Jose C. Principe, The gamma model - a new neural model for temporal processing ", Intl. Conf. on Engineering in Medicine and Biology", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1439-1440, 2 1990
  390. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 638-639, 11 1989
  391. Fang-S. Yu, Jose C. Principe, S. Reid, Display of EEG chaotic dynamics ", Intl. Conf. on Engineering in Medicine and Biology", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1928-1929, 11 1989
  392. 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", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1804-1805, 11 1989
  393. R. Walters, Jose C. Principe, Spike detection using a syntactic pattern recognition approach ", Intl. Conf. on Engineering in Medicine and Biology", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 1810-1811, 11 1989
  394. Jose C. Principe, S. Gala, T. Chang, Sleep staging automation based on the theory of evidence ", Intl. Conf. on Engineering in Medicine and Biology", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 2064-2066, 5 1989
  395. T. Chang, J. Smith, Jose C. Principe, A layered model for the knowledge-based contextual interpretation of multi-channel EEG/EOG signals ", IEEE SoutheastCon", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. 239-243, 4 1988
  396. Nicolas Obolensky, Deniz Erdogmus, Jose C. Principe, A TIME-VARYING KALMAN FILTER APPLIED TO MOVING TARGET TRACKING , Portuguese Conf. on Automatic Control, (Accepted)
  397. 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)
  398. 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)
  399. 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)
  400. 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)
  401. 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)
  402. R. Jenssen, D. Erdogmus, K. E. Hild II, J. C. Principe and T. Eltoft, Information Force Clustering using Directed Trees , American Control Conf., (Accepted)
  403. 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)
  404. R. Jenssen, J. C. Principe and T. Eltoft, Information Cut and Information Forces for Clustering , Intl. Work. on Neural Networks for Signal Processing, (Accepted)
  405. Harpreet S. Narula and John G. Harris, VLSI POTENTIOSTAT FOR AMPEROMETRIC MEASUREMENTS FOR ELECTROLYTIC REACTIONS , IEEE Intl. Symposium on Circuits and Systems, (Accepted)
  406. Harpreet S. Narula, John G. Harris, Integrated VLSI Potentiostat For Cyclic Voltammetry In Electrolytic Reactions , IEEE Computer Society Symposium on VLSI, (Accepted)
  407. 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)
  408. 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)
  409. 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)
  410. 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)
  411. Ignacio Santamaria, Deniz Erdogmus, Rati Agrawal, J. C. Principe, Robust Matched Filtering in the Feature Space , European Signal Processing Conf., (Accepted)
  412. 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)
  413. 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)
  414. Ismail Uysal, Harsha Sathyendra, John G. Harris, Bandwidth Extension of Telephone Speech Using Frame-Based Excitation and Robust Features , European Signal Processing Conf., (Accepted)
  415. 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)
  416. Weifeng Liu, P. P. Pokharel, J. C. Principe, Correntropy: A Localized Similarity Measure , Intl. Joint Conf. on Neural Networks, (Accepted)
  417. Weifeng Liu, P. Pokharel, J. Principe, A NEW INFORMATION THEORETIC MEASURE OF PDF SYMMETRY , Intl. Conf. on Acoustics, Speech, and Signal Processing, (Accepted)
  418. 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)
  419. Seungju Han, Sudhir Rao, Deniz Erdogmus, and Jose Principe, A Novel Switching Scheme between Adaptive Information Algorithms , Intl. Joint Conf. on Neural Networks, (Accepted)
  420. 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)
  421. Kyu-Hwa Jeong, Seungju Han, Jose C. Principe, The Fast Correntropy MACE filter , Intl. Conf. on Acoustics, Speech, and Signal Processing, (Accepted)
  422. 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)
  423. 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)
  424. 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)
  425. 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)
  426. 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)
  427. 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)
  428. 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)