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Conference Papers
- Francesco Alesiani, Shujian Yu, Ammar Shaker, Wenzhe Yin, Towards Interpretable Multi Task Learning using bi-level programming (ECML-PKDD 2020) ", ", , pp. -, 9 2020
- Shujian Yu, Ammar Shaker, Francesco Alesiani, Jose C. Principe, Measuring the Discrepancy between Conditional Distributions: Methods, Properties and Applications (IJCAI 20') , , (Accepted)
- Rishabh Singh, Jose Principe, Time Series Analysis using a Kernel based Multi-Modal Uncertainty Decomposition Framework ", Proceedings of the 36th Conference on Uncertainty in Artificial Intelligence (UAI)", , pp. -, 0 2020 DOI:PMLR 124:1368-1377
- Kan Li and Jose C. Principe, Surprise-Novelty Information Processing for Gaussian Online Active Learning (SNIP-GOAL) ", Intl. Joint Conf. on Neural Networks", Rio de Janeiro, Brazil, pp. 1-6, 7 2018
- Isaac J. Sledge, Jose C. Principe, Kernelized Q-Learning for Large-Scale, Potentially Continuous, Markov Decision Processes ", Intl. Joint Conf. on Neural Networks", Rio de Janeiro, Brazil, pp. 1-9, 7 2018
- Rishabh Singh, Kan Li, and Jose C. Principe,, Nearest-Instance-Centroid-Estimation Linear Discriminant Analysis (NICE LDA) ", Intl. Conf. on Acoustics, Speech, and Signal Processing", , pp. 1-5, 4 2018
- Isaac J. Sledge, Jose C. Principe, Partitioning Relational Matrices of Similarities or Dissimilarities using the Value of Information ", Intl. Conf. on Acoustics, Speech, and Signal Processing", Calgary, Canada, pp. 1-5, 4 2018
- Shujian Yu, Xiaoyang Wang, Jose C. Principe, Request-and-Reverify: Hierarchical Hypothesis Testing for Concept Drift Detection with Expensive Labels ", ", , pp. 3033-3039, 0 2018 DOI:10.24963/ijcai.2018/421
- Kan Li and Ying Ma and Jose C Principe, Automatic Plant Identification using STEM Automata ", IEEE Int. Workshop on Machine Learning for Signal Processing", Roppongi, Tokyo, Japan, pp. -, 9 2017
- Shujian Yu, Concept Drift Detection with Hierarchical Hypothesis Testing ", ", Houston, pp. 768-776, 6 2017 DOI:10.1137/1.9781611974973.86
- 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
- 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
- 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", New Orleans, LA, USA, pp. 1-5, 3 2017 DOI:10.1109/ICASSP.2017.7952670
- 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)
- 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)
- 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)
- Catia S. Silva and Jose C. Principe, A Novel Framework for Spatiotemporal Quantification of Neuronal Functional Connectivity , International Conference on Computational Biomedicine, (Accepted)
- Carlos A. Loza, Jose C. Principe, ECoG Behavioral Correlates based on Neuromodulation Rates , Minnesota Neuromodulation Symposium, (Accepted)
- Carlos A. Loza, Jose C. Principe, Unsupervised Robust Detection of Behavioral Correlates in ECoG , IEEE EMBS Neural Engineering Conference, (Accepted)
- 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
- Eder Santana, George Hotz, Learning a Driving Simulator ", Neural Information Processing Systems", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. -, 11 2016
- 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
- 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
- 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
- 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
- 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
- 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
- Eder Santana, Mathew Emigh, Jose C Principe, Information Theoretic-Learning Auto-Encoder , Intl. Joint Conf. on Neural Networks, (Accepted)
- 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)
- 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
- 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
- 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
- Ryan Burt, Mihael Cudic, Jose Principe, Fusing Attention with Visual Question Answering , Intl. Conf. on Neural Networks, (Accepted)
- 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
- 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
- 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
- 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
- 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
- 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
- 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)
- Goktug T. Cinar, Jeffrey Thompson, Soundar Srinivasan, Cost-sensitive optimization of automated inspection , IEEE International Conference on Big Data, (Accepted)
- Eder Santana, Goktug T. Cinar and Jose C. Principe, Parallel flow in Deep Predictive Coding Networks , Intl. Joint Conf. on Neural Networks, (Accepted)
- 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)
- 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)
- 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)
- 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)
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Rosha Pokharel, Sohan Seth, Jose C. Principe, Quantized Mixture Kernel Least Mean Square , Intl. Joint Conf. on Neural Networks, (Accepted)
- 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
- 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
- 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
- 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
- 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
- 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
- Rakesh Chalasani, Jose C. Principe, Naveen Ramakrishnan, A Fast Proximal Method for Convolutional Sparse Coding , IJCNN, (Accepted)
- Pingping Zhu and Jose C. Principe, KERNEL RECURRENT SYSTEM TRAINED BY REAL-TIME RECURRENT LEARNING ALGORITHM , ICASSP, (Accepted)
- Zhu, Pingping and Principe, Jose C., KERNEL RECURRENT SYSTEM TRAINED BY REAL-TIME RECURRENT LEARNING ALGORITHM , ICASSP, (Accepted)
- 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
- 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
- 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)
- 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)
- 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
- Bilal Fadlallah and Jose Principe, Diffusion Least-Mean Squares Over Adaptive Networks with Dynamic Topologies , IJCNN, (Accepted)
- Bilal Fadlallah, Andreas Keil and Jose Principe, Visualizing Brain Functional Networks using EEG Recordings , EMBS-NE, (Accepted)
- 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
- Rakesh Chalasani, Jose C. Principe, Dynamic Sparse Coding with Smoothing Proximal Gradient Method , Intl. Conf. on Acoustics, Speech, and Signal Processing, (Accepted)
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Kittipat Kampa, Jose C. Principe, Duangmanee Putthividhya and Anand Rangarajan, DATA-DRIVEN TREE-STRUCTURED BAYESIAN NETWORK FOR IMAGE SEGMENTATION , ICASSP, (Accepted)
- 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
- Evan Kriminger, Choudur Lakshminarayan, and Jose Principe, Nearest neighbor distributions for imbalanced classification , IJCNN, (Accepted)
- Badong chen, Songlin Zhao, Sohan Seth, Jose C. Principe, Online Efficient Learning with Quantized KLMS and L1 Regularization , IJCNN, (Accepted)
- David Martinez-Rego, Evan Kriminger, Jose Principe, Oscar Fontenla-Romero, and Amparo Alonso-Betanzos, One-class classifier based on extreme value statistics , ESANN, (Accepted)
- 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
- Evan Kriminger, Choudur Lakshminarayan, and Jose C. Principe, Mixture of designer experts for multi-regime detection in streaming data , EUSIPCO, (Accepted)
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Il Park, Jose C. Principe, Quantification of Inter-trial Non-stationarity in Spike Trains from Periodically Stimulated Neural Cultures , ICASSP, (Accepted)
- 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
- 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
- Il Park, Jose C. Principe, Correntropy based Granger Causality ", ICASSP", /home/users/www/cnel_docroot/files/1485291325.pdf, pp. -, 4 2008
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- AntĂłnio R. C. Paiva, JosĂ© C. PrĂncipe 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Nicolas Obolensky, Deniz Erdogmus, Jose C. Principe, A TIME-VARYING KALMAN FILTER APPLIED TO MOVING TARGET TRACKING , Portuguese Conf. on Automatic Control, (Accepted)
- 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)
- 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)
- 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)
- 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)
- 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)
- R. Jenssen, D. Erdogmus, K. E. Hild II, J. C. Principe and T. Eltoft, Information Force Clustering using Directed Trees , American Control Conf., (Accepted)
- 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)
- R. Jenssen, J. C. Principe and T. Eltoft, Information Cut and Information Forces for Clustering , Intl. Work. on Neural Networks for Signal Processing, (Accepted)
- Harpreet S. Narula and John G. Harris, VLSI POTENTIOSTAT FOR AMPEROMETRIC MEASUREMENTS FOR ELECTROLYTIC REACTIONS , IEEE Intl. Symposium on Circuits and Systems, (Accepted)
- Harpreet S. Narula, John G. Harris, Integrated VLSI Potentiostat For Cyclic Voltammetry In Electrolytic Reactions , IEEE Computer Society Symposium on VLSI, (Accepted)
- 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)
- 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)
- 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)
- 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)
- Ignacio Santamaria, Deniz Erdogmus, Rati Agrawal, J. C. Principe, Robust Matched Filtering in the Feature Space , European Signal Processing Conf., (Accepted)
- 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)
- 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)
- Ismail Uysal, Harsha Sathyendra, John G. Harris, Bandwidth Extension of Telephone Speech Using Frame-Based Excitation and Robust Features , European Signal Processing Conf., (Accepted)
- 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)
- Weifeng Liu, P. P. Pokharel, J. C. Principe, Correntropy: A Localized Similarity Measure , Intl. Joint Conf. on Neural Networks, (Accepted)
- Weifeng Liu, P. Pokharel, J. Principe, A NEW INFORMATION THEORETIC MEASURE OF PDF SYMMETRY , Intl. Conf. on Acoustics, Speech, and Signal Processing, (Accepted)
- Rodrigo Sacchi, Mustafa C. Ozturk, JosĂ© C. PrĂncipe, 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)
- Seungju Han, Sudhir Rao, Deniz Erdogmus, and Jose Principe, A Novel Switching Scheme between Adaptive Information Algorithms , Intl. Joint Conf. on Neural Networks, (Accepted)
- Rodrigo Sacchi, Mustafa C. Ozturk, JosĂ© C. PrĂncipe, 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)
- Kyu-Hwa Jeong, Seungju Han, Jose C. Principe, The Fast Correntropy MACE filter , Intl. Conf. on Acoustics, Speech, and Signal Processing, (Accepted)
- Rodrigo Sacchi, JosĂ© C. PrĂncipe, 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)
- 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)
- 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)
- 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)
- 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)
- 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)
- 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)