Jose C. Principe


About Me

Distinguished Professor
BellSouth Professor
Director of Computational NeuroEngineering Laboratory
IEEE Fellow
 
My Research Interests

Digital Signal Processing
Brain Dynamics Learning
Brain Machine Interfaces
Information Theoretic Learning
LoFlyte Simulators
Neural Networks

Jose C. Principe is Distinguished Professor of Electrical and Biomedical Engineering at the University of Florida since 2002. He joined the University of Florida in 1987, after an eight year appointment as Professor at the University of Aveiro, in Portugal. Dr. Principe holds degrees in electrical engineering from the University of Porto (Bachelor), Portugal, University of Florida (Master and Ph.D.), USA and a Laurea Honoris Causa degree from the Universita Mediterranea in Reggio Calabria, Italy. Dr. Principe interests lie in nonlinear non-Gaussian optimal signal processing and modeling and in biomedical engineering. He created in 1991 the Computational NeuroEngineering Laboratory to synergistically focus the research in biological information processing models. He recently received the Gabor Award from the International Neural Network Society for his contributions.
Dr. Principe is a Fellow of the IEEE, Fellow of the AIMBE, past President of the International Neural Network Society, and Past Editor in Chief of the Transactions of Biomedical Engineering, as well as a former member of the Advisory Science Board of the FDA. He holds 5 patents and has submitted seven more. Dr. Principe was supervisory committee chair of 65 Ph.D. and 67 Master students, and he is author of more than 500 refereed publications (3 books, 4 edited books, 14 book chapters, 200 journal papers and 380 conference proceedings).
 
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CNEL Papers
Journal Papers
1Liao Y., Wang Y., Zhang S., Zhang Q., Zheng X., Principe J., "Monte Carlo Point Process Estimation of Electromyographic Envelopes from Motor Cortical Spikes for Brain Machine Interfaces," Journal of Neural Engineering. (Submitted)
2Luan Z., Chen B., Principe J., "Fairness Constrained Diffusion Adaptive Power Control for Densely Deployed Femtocell Network," Trans. on Wireless Communications. (Submitted)
3Chen B., Zhao S., Zhu P., Principe J., "A Sequential Optimization Framework to Adapt the Kernel Size in the Kernel Least Mean Square Algorithm," Trans. on Signal Processing. (Submitted)
4Hasanbelliu E., Cobb T., Principe J., "Bayesian Surprise for Outlier Detection in Online Learning," Trans. on Oceonographic. Eng.. (Submitted)
5Hasanbelliu E., Sanchez Giraldo L., Principe J., "Information Theoretic Shape Matching," Trans. on Pattern Analysis and Machine Intelligence. (Submitted)
6Sanchez-Giraldo L., Rao M., Principe J., "Measures of Entropy from Data Using Infinitely Divisible Kernels," Trans. on Information Theory. (Submitted)
7Syed N., Pardalos P., Principe J., "A Robust Measure for Empirical Risk Minimization," Intl. Journal of Neural Systems. (Submitted)
8Zhao S., Chen B., Principe J., "Self-Organized Kernel Adaptive Filtering," Signal Processing. (Submitted)
9Kriminger E., Cobb J., Principe J., "Online Active Learning for Automatic Target Recognition," Trans. on Oceonographic. Eng.. (Submitted)
10Huijse P., Estevez P., Principe P., Protopapas P., Zeger P., "Non negative matrix factorization for correntropy spectral estimation," Trans. on Signal Processing. (Submitted)
11Protopapas P., Huijse P., Estevez P., Zeger P., Principe J., "A Novel, Fully Automated Pipeline for Period Estimation in the EROS 2 Data Set," Astrophysical Journal. (Submitted)
12Choi J., Brockmeier A., Kraus L., Srinivasan A., Emigh A., Principe J., Francis J., "Model Predictive Control of Somatosensory Cortex with Multichannel Thalamic Microstimulation," Journal of Neuroscience. (Submitted)
13Li L., Brockmeier A., Choi J., Francis J., Sanchez J., Principe J., "A tensor product kernel framework for multiscale neural activity decoding and control," Computational Intelligence and Neuroscience. (Submitted)
14Rosha Pokharel, Sohan Seth, Jose C. Principe, "Mixture Kernel Least Mean Square: A Novel Multi-Kernel Adaptive Filter," Trans. on Signal Processing. (Submitted)
15Rakesh Chalasani, Jose C. Principe, "Context Dependent Encoding using Convolutional Dynamic Networks," Trans. on Neural Networks. (Submitted)
16S-.P. Kim, J.C. Sanchez, Y.N. Rao, D. Erdogmus, J.M.Carmena, M.A.Lebedev, M.A.L.Nicolelis, J.C.Principe, "A comparison of optimal MIMO linear and nonlinear models for brain-machine interfaces," Biological Cybernetics. (Submitted)
17Principe J., "Neural Signal Processing in BMIs," Computational Intelligence Magazine. (Accepted)
18Seth S., Principe J., "Learning dependence from samples," International Journal of Bioinformatics Research and Applica. (Accepted)
19Park I., Bobkov Y., Ache B., Principe J., "Intermittency coding in the primary olfactory system: A neural substrate for olfactory scence analysis," Journal of Neuroscience. (Accepted)
20Vidal A., Tavares V., Principe J., "PVP Power Maximization with Single-Variable Measurement," Trans. on Power Systems. (Accepted)
21Jose C. Principe, Rakesh Chalasani, "Cognitive Architectures for Sensory Processing," Proc. of IEEE. (Accepted)
22Rakesh Chalasani, Jose C. Principe, "Self Organizing Maps with Information Theoretic Learning," NeuroComputing. (Accepted)
23K. Kampa, E. Hasanbelliu, T. Cobb, J. C. Principe, K. C. Slatton, "Deformable Bayesian Network: A Robust Framework for Underwater Sensor Fusion," Journal of Oceanic Engineering. (Accepted)
24Yiwen Wang, Jose C. Principe, "Instantaneous Estimation of Motor Cortical Neural Encoding for online Brain-Machine Interfaces," Journal of Neural Engineering. (Accepted)
25Austin J. Brockmeier, John S. Choi, Evan G. Kriminger, Joseph T. Francis, and Jose C. Principe, "Neural Decoding with Kernel-based Metric Learning", Neural Computation, Vol. 26, No. 6, pp. -, June 2014 (author PDF)
26Abhishek Singh, Rosha Pokharel, Jose C. Principe, "The C-loss function for pattern classification", Pattern Recognition, Vol. 47, No. 1, pp. 441-453, Jan. 2014,DOI:10.1016/j.patcog.2013.07.017 (author PDF)
27Zhu P., Chen B., Principe, J.C., "Learning Nonlinear Generative Models of Time Series With a Kalman Filter in RKHS", Trans. on Signal Processing, Vol. 62, No. 1, pp. 141-155, 2014,DOI:10.1109/TSP.2013.2283842
28Syed M., Pardalos P., Principe J., "Invexity of the Minimum Error Entropy Criterion", Signal Processing Letters, Vol. 20, No. 12, pp. 1159-1162, Dec. 2013,DOI:10.1109/LSP.2013.2283425
29Songlin Zhao, Badong Chen, Pingping Zhu, José C. Príncipe, "Fixed budget quantized kernel least-mean-square algorithm", Signal Processing, Vol. 93, No. 9, pp. 2759-2770, Sept. 2013,DOI:http://dx.doi.org/10.1016/j.sigpro.2013.02.012
30Park IJ, Bobkov YV, Ache BW, Principe JC, "Quantifying bursting neuron activity from calcium signals using blind deconvolution", Journal of Neuroscience Methods, Vol. 218, No. 2, pp. 196-205, Sept. 2013,DOI:10.1016/j.jneumeth.2013.05.007
31Nallathambi G, Principe J, "Integrate and Fire Pulse Train Automaton for QRS detection", Trans. on Biomedical Engineering, Vol. , No. , pp. -, Sept. 2013,DOI:10.1109/TBME.2013.2282954
32Lin Li, Il Memming Park, Austin Brockmeier,Badong Chen, Sohan Seth, Joseph T. Francis, Justin C. Sanchez, and Jose C. Principe , "Adaptive Inverse Control of Neural Spatiotemporal Spike Patterns with a Reproducing Kernel Hilbert Space (RKHS) Framework", Trans. on Neural Systems and Rehabilitation Engineering, Vol. 21, No. 4, pp. 532-543, July 2013,DOI:10.1109/TNSRE.2012.2200300 (author PDF)
33Il Memming Park, Seth, S., Paiva, A., Lin Li, Principe, J., "Kernel Methods on Spike Train Space for Neuroscience: A Tutorial", Signal Processing Magazine, Vol. 30, No. 4, pp. 149-160, July 2013,DOI:10.1109/MSP.2013.2251072
34Principe J., "The Cortical Mouse", Pulse, Vol. , No. , pp. 26-29, July 2013
35Carvalho AR, Tavares JMRS, Principe JC., "A Novel Nonparametric Distance Estimator for Densities with Error Bounds", Entropy, Vol. 15, No. 5, pp. 1609-1623, May 2013,DOI:10.3390/e15051609
36 Mujahid N. Syed, Panos M. Pardalos, Jose C. Principe , "On the optimization properties of the correntropic loss function in data analysis", Optimization Letters, Vol. , No. , pp. -, Mar. 2013,DOI:10.1007/s11590-013-0626-5
37Il Memming Park, Sohan Seth, Murali Rao, Jose C. Principe, "Strictly Positive Definite Spike Train Kernels for Point Process Divergences", Neural Computation, Vol. 24, No. 8, pp. -, Aug. 2012,DOI:10.1162/NECO_a_00309 (author PDF)
38Kittipat Kampa, Erion Hasanbelliu, J. Tory Cobb, Jose C. Principe and K. Clint Slatton, "Deformable Bayesian Network: A Robust Framework for Underwater Sensor Fusion", Journal of Oceanic Engineering, Vol. 37, No. 2, pp. 166-184, Apr. 2012,DOI:10.1109/JOE.2011.2180057 (author PDF)
39Lin Li, Il Memming Park, Sohan Seth, Justin C. Sanchez, Jose C. Principe, "Functional Connectivity Dynamics Among Cortical Neurons: A Dependence Analysis", Trans. on Neural Systems and Rehabilitation Engineering, Vol. 20, No. 1, pp. 18-30, Jan. 2012,DOI:10.1109/TNSRE.2011.2176749 (author PDF)
40S. Seth, J.C. Principe , "Assessing Granger Non-Causality Using Nonparametric Measure of Conditional Independence", Trans. on Neural Networks, Vol. 23, No. 1, pp. 47-59, Dec. 2011,DOI:10.1109/TNNLS.2011.2178327 (author PDF)
41Sohan Seth, Murali Rao, Il Park, and Jose C. Principe, "A unified framework for quadratic measures of independence", Trans. on Signal Processing, Vol. 59, No. 8, pp. 3624-3635, Aug. 2011,DOI:10.1109/TSP.2011.2153197 (author PDF)
42Murali Rao, Sohan Seth, Jianwu Xu, Yunmei Chen, Hemant Tagare, Jose C. Principe, "A test of independence based on a generalized correlation function", Signal Processing, Vol. 91, No. 1, pp. 15-27, Jan. 2011,DOI:10.1016/j.sigpro.2010.06.002 (author PDF)
43António R. C. Paiva, Il Park and José C. Principe, "A comparison of binless spike train measures", Neural Computation, Vol. 19, No. 3, pp. 405-419, Apr. 2010,DOI:doi:10.1007/s00521-009-0307-6 (author PDF)
44Yiwen Wang, Antonio Paiva , Jose C. Principe , Justin Sanchez, "Sequential Monte Carlo Point Process Estimation of Kinematics from Neural Spiking Activity for Brain Machine Interfaces", Neural Computation, Vol. 21, No. N/A, pp. 2894-2930, Oct. 2009 (author PDF)
45Weifeng Liu, Il (Memming) Park , Yiwen Wang, Jose C. Principe, "Extended kernel recursive least squares algorithm", Trans. on Signal Processing, Vol. 57, No. 10, pp. 3801-3814, Oct. 2009 (author PDF)
46Yiwen Wang, Jose C. Principe, and Justin C. Sanchez, "Ascertaining neuron importance information theoretic analysis in motor Brain-Machine Inter-faces", Neural Networks, Vol. 22, No. 5-6, pp. 781-790, Aug. 2009 (author PDF)
47DiGiovanna J., Mahmoudi B., Fortes J., Principe J., Sanchez J., "Co-adaptive Brain Machine Interface via Reinforcement Learning", Trans. on Biomedical Engineering, Vol. 54, No. 64, pp. 56-1, Jan. 2009 (author PDF)
48Karl Dockendorf, Il Park, Ping He, José Príncipe, Thomas B. DeMarse, "Liquid state machines and cultured cortical networks: The separation property", , Vol. 95, No. 2, pp. 90-97, 2009,DOI:10.1016/j.biosystems.2008.08.001 (author PDF)
49Il Park, António R. C. Paiva, José Príncipe, Thomas B. DeMarse, "An Efficient Algorithm for Continuous-time Cross Correlogram of Spike Trains", Journal of Neuroscience Methods, Vol. 168, No. 2, pp. 514-523, Mar. 2008,DOI:10.1016/j.jneumeth.2007.10.005 (author PDF)
50J. Sanchez, J. Principe, T. Nishida, R. Bashirullah, J. Harris, J. Fortes, "Technology and Signal Processing for Brain-Machine Interfaces", Signal Processing Magazine, Vol. 25, No. 1, pp. 29-40, 2008,DOI:10.1109/MSP.2008.4408440 (author PDF)
51A. Hegde, D. Erdogmus, D. Shiau, J. Prinicpe, C. Sackellares, "Clustering Approach to Quantify Long-Term Spatio-temporal Interactions in Epileptic Intracranial EEG", , Vol. 2007, No. , pp. -, Jan. 2007,DOI:10.1155/2007/83416 (author PDF)
52S. Haykin, J. Principe, "Dynamic Moedling with Neural Networks (Making sense of a complex world [chaotic events modeling", Signal Processing Magazine, Vol. 15, No. 3, pp. 66-72, Jan. 2007 (author PDF)
53Huang, X,, Wu, H.-C., Principe, J.C., "Robust Blind Beamforming Algorithm Using Joint Multiple Matrix Diagonalization", Sensors Journal, Vol. 7, No. 1, pp. 130-136, Jan. 2007 (author PDF)
54R. Jenssen, D. Erdogmus, J. Prinicpe, T. Eltoft, "The Laplacien Classifier", Trans. on Signal Processing, Vol. 55, No. 7, pp. 3262-3271, 2007,DOI:10.1109/TSP.2007.894391 (author PDF)
55A.K. Barros, J. Principe, Y. Takeuchi, N. Ohnishi, "Using non-linear even functions for error minimization in adaptive filters", NeuroComputing, Vol. 70, No. 1, pp. 9-13, Dec. 2006 (author PDF)
56C. Sackellares, D-S. Shaiu, J. C. Principe, M. Yang, L. Dance, Wichai Suharitdamrong, W. Chaovalitwongse, P. Pardalos, L. Iasemidis, "Predictability analysis for an automated seizure preduction algorithm", Journal of Clinical Neurophysiology, Vol. 23, No. 6, pp. 509-520, Dec. 2006 (author PDF)
57Kenneth E. Hild II, Deniz Erdogmus, Kari Torkkola, Jose C. Principe, "Feature extraction using information-theoretic learning", Trans. on Pattern Analysis and Machine Intelligence, Vol. 28, No. 9, pp. 1385-1392, Sept. 2006 (author PDF)
58R. Jenssen, J. Principe, D. Erdogmus, T. Eltoft, "The Cauchy-Schwarz divergence and Parzen windowing: Connections to graph theory and Mercer kernels", Journal of the Franklin Institute, Vol. 343, No. 6, pp. 614-629, Sept. 2006 (author PDF)
59Kenneth E. Hild II, Deniz Erdogmus, Jose C. Principe, "Experimental upper bound for the performance of convolutive source separation methods", Trans. on Signal Processing, Vol. 54, No. 2, pp. 627-635, Feb. 2006 (author PDF)
60Kenneth E. Hild II, Deniz Erdogmus, Jose C. Principe, "An analysis of entropy estimators for blind source separation", Signal Processing, Vol. 86, No. 1, pp. 182-194, Jan. 2006 (author PDF)
61Y. Rao, D. Erdogmus, G. Rao, J. Principe, "Fast Error Whitening Algorithms for System Identification and Control with Noisy Data", NeuroComputing, Vol. 69, No. 1-3, pp. 158-181, Dec. 2005 (author PDF)
62M. Lebedev, J. Carmena, J. Principe, M. Nicolelis, "Cortical Ensemble Adaptation to Represent Velocity of an Artificial Actuator controlled by a Brain Machine interface", NeuroScience, Vol. 2, No. 19, pp. 4681-4693, May 2005 (author PDF)
63H. Zhang, MO Balaban, JC Principe, K Portier, "Quantification of Spice Mixture Compositions with Electronic Nose, Part I. Data analysis using neural networks", Journal of Food Science, Vol. 70, No. 4, pp. E254-E258, Apr. 2005 (author PDF)
64S.P. Kim, Y.N. Rao, D. Erdogmus, J.C. Sanchez, M.A. Nicolelis, J.C. Principe, "Determining Patterns in Neural Activity for Reaching Movements Using Non-Negative Matrix Factorization", EURASIP Journal on Applied Signal Processing, Vol. 2005, No. 4, pp. 3113-3121, Jan. 2005 (author PDF)
65A. Teixeira, R. Martinez, L. Silva, L. Jesus, J. Principe, F. Vaz, "Simulation of Human Speech Production Applied to theStudy and Synthesis of Europesn Portuguese", EURASIP Journal on Applied Signal Processing, Vol. 9, No. 1, pp. 1-15, Jan. 2005 (author PDF)
66H. Zhang, M. Balaban, J. Principe, "Improving Pattern Recognition of Electronic Nose Data with Time-Delay Neural Networks", Sensors and Actuators B: Chemical, Vol. 96, No. 1-2, pp. 385-389, Nov. 2003 (author PDF)
67Kenneth E. Hild II, Deniz Erdogmus, Jose C. Principe, "Corrections to 'Blind Source Separation Using Renyi's Mutual Information'", Signal Processing Letters, Vol. 10, No. 8, pp. 250-250, Aug. 2003 (author PDF)
68S.P. Kim, J.C. Sanchez, D. Erdogmus, Y.N. Rao, J.C. Principe, M. Nicolelis, "Divide-and-Conquer Approach for Brain Machine Interfaces: Nonlinear Mixture of Competitive Local Linear Models", Neural Networks, Vol. 16, No. 5-6, pp. 865-871, June 2003 (author PDF)
69L. Iasemidis, D. Shiau, W. Chaowolitwongse, C. Sackellares, J. Principe, "Adaptive epileptic seizure prediction system", Trans. on Biomedical Engineering, Vol. 50, No. 5, pp. 616-627, May 2003 (author PDF)
70E. Gokcay, J. Principe, "Information Theoretic Clustering", Trans. on Pattern Analysis and Machine Intelligence, Vol. 24, No. 2, pp. 158-171, Feb. 2003 (author PDF)
71Erik G. Larsson, Deniz Erdogmus, Rui Yan, Jose C. Principe, Jeffrey R. Fitzsimmons, "SNR-optimality of Sum-of-Squares Reconstruction for Phased-Array Magnetic Resonance Imaging", Journal of Magnetic Resonance, Vol. 163, No. 1, pp. 121-123, Jan. 2003 (author PDF)
72J. Principe, N. Euliano, S. Garani, "Principles and Networks for self-organization in space time", Neural Networks, Vol. 15, No. 8-9, pp. 1069-1083, Oct. 2002 (author PDF)
73I. Santamaria, D. Erdogmus, J.C. Principe, "Entropy Minimization for Supervised Digital Communications Channel Equalization", Trans. on Signal Processing, Vol. 50, No. 5, pp. 1184-1192, May 2002 (author PDF)
74Deniz Erdogmus, A. Umut Genc, Jose C. Principe, "A Neural Network Perspective to Extended Luenberger Observers", Institute of Measurement and Control, Vol. 35, No. 2, pp. 10-16, Feb. 2002 (author PDF)
75J. Principe, V. Tavares, J. Harris, W. Freeman, "Design and implementation of a biologically realistic olfactory cortex in alalog VLSI", Proc. of IEEE, Vol. 89, No. 7, pp. 1030-1051, July 2001 (author PDF)
76Kenneth E. Hild II, Deniz Erdogmus, Jose Principe, "Blind Source Separation Using Renyi's Mutual Information", IEEE Signal Processing Letters, Vol. 8, No. 6, pp. 174-176, June 2001 (author PDF)
77Jose C. Principe, Dongxin Xu, Qun Zhao, John Fisher, "Learning from examples with information theoretic criteria", Journal of VLSI Signal Processing-Systems, Vol. 26, No. 1-2, pp. 61-77, Aug. 2000 (author PDF)
78John Harris, Chiang-Jung Pu, Jose C. Principe, "A biologically-inspired monaural sound localizer", Analog Integrated Circuits and Signal Processing, Vol. 23, No. 2, pp. 163-172, June 2000 (author PDF)
79Qun Zhao, Jose C. Principe, Victor Brennan, Dongxin Xu, Z. Wang, "Synthetic aperture radar automatic target recognition with three strategies of learning and representation", Optical Engineering, Vol. 39, No. 5, pp. 1230-1244, May 2000 (author PDF)
80Jose C. Principe, Neil Euliano, W. Curt Lefebvre, "Innovating adaptive, neural systems instruction with interactive electronic books", Proc. of IEEE, Vol. 88, No. 1, pp. 81-95, Jan. 2000 (author PDF)
81Chuan Wang, Jose C. Principe, "Training neural networks with additive noise in the desired signal", Trans. on Neural Networks, Vol. 10, No. 6, pp. 1511-1517, Nov. 1999 (author PDF)
82Frank Candocia, Jose C. Principe, "Super-resolution of images based on local correlations", Trans. on Neural Networks, Vol. 10, No. 2, pp. 372-380, Mar. 1999 (author PDF)
83John Harris, Jui-Kuo Juan, Jose C. Principe, "Analog hardware implementation of continuous-time adaptive filter structures", Analog Integrated Circuits and Signal Processing, Vol. 18, No. {2-3}, pp. 209-227, Feb. 1999 (author PDF)
84J. Hwang, S. Kung, M. Niranjan, Jose C. Principe, "The past, present, and future of neural networks for signal processing", Signal Processing Magazine, Vol. 14, No. 6, pp. 28-48, Nov. 1998 (author PDF)
85Dongxin Xu, Jose C. Principe, Hsiao-Chun Wu, "Generalized eigendecomposition with an on-line local algorithm", Signal Processing Letters, Vol. 5, No. 11, pp. 298-301, Nov. 1998 (author PDF)
86Jose C. Principe, Ludong Wang, Mark Motter, "Local dynamic modeling with self-organizing maps and applications to nonlinear system identification and control", Proc. of IEEE, Vol. 86, No. 11, pp. 2240-2258, Nov. 1998 (author PDF)
87Craig Fancourt, Jose C. Principe, "Competitive principle component analysis for locally stationary time series", Trans. on Signal Processing, Vol. 46, No. 11, pp. 3068-3081, Nov. 1998 (author PDF)
88Jose C. Principe, Munchurl Kim, John Fisher, "Target discrimination in synthetic aperture radar (SAR) using artificial neural networks", Trans. on Image Processing, Vol. 7, No. 8, pp. 1136-1149, Aug. 1998 (author PDF)
89Frank Candocia, Jose C. Principe, "Comments on sinc interpolation of discrete periodic signals", Trans. on Signal Processing, Vol. 46, No. 7, pp. 2044-2047, July 1998 (author PDF)
90Jose C. Principe, A. Radisavljevic, John Fisher, M. Haytt, L. Novak, "Target prescreening based on a quadratic gamma discriminator", Trans. on Aerospace and Electronic Systems, Vol. 34, No. 3, pp. 209-213, July 1998 (author PDF)
91Simon Haykin, Jose C. Principe, "Making sense of a complex world [chaotic events modeling]", Signal Processing Magazine, Vol. 15, No. 3, pp. 66-81, May 1998 (author PDF)
92William Edmonson, K. Srinivasan, Chuan Wang, Jose C. Principe, "A Global Least square algorithm for adaptive IIR filtering", Trans. on Circuits and Systems I: Theory and Applications, Vol. 45, No. 3, pp. 379-384, Mar. 1998 (author PDF)
93John Fisher, Jose C. Principe, "Recent advances to nonlinear MACE filters", Optical Engineering, Vol. 36, No. 10, pp. 2697-2709, Oct. 1997 (author PDF)
94Odelia Schwartz, John Harris, Jose C. Principe, "Modeling the precedence effect for speech using the gamma filter", Neural Networks, Vol. 12, No. 3, pp. 409-417, Mar. 1997 (author PDF)
95Neil Euliano, Jose C. Principe, P. Kulzer, "A self-organizing temporal pattern recognizer with application to robot landmark recognition", Spatiotemporal Models in Biological and Artificial Systems, Vol. NIL, No. NIL, pp. 41-48, Nov. 1996 (author PDF)
96L. Fu, Hui-Huang Hsu, Jose C. Principe, "Incremental Backpropagation Networks", Trans. on Neural Networks, Vol. 7, No. 3, pp. 757-761, May 1996 (author PDF)
97Jose C. Principe, "NeuroSolutions: an Object Oriented Evolution", PC AI Magazine, Vol. 9, No. 6, pp. 49-51, Nov. 1995 (author PDF)
98John Fisher, Jose C. Principe, "A Nonlinear Extension of the Mace Filter", Neural Networks, Vol. 8, No. {7-8}, pp. 1131-1141, Oct. 1995 (author PDF)
99Donald Childers, Jose C. Principe, Y. Ting, K. Lee, "Adaptive WRLS-VFF for speech analysis", Trans. on Signal Processing, Vol. 3, No. 3, pp. 209-213, May 1995 (author PDF)
100Samel Celebi, Jose C. Principe, "Parametric least squares approximation using gamma bases", Trans. on Signal Processing, Vol. 43, No. 3, pp. 781-784, Mar. 1995 (author PDF)
101J. Tracey, Jose C. Principe, "Isolated word speech recognition using the focused gamma neural network", Journal of Artificial Neural Networks, Vol. 1, No. 4, pp. 481-499, June 1994 (author PDF)
102Haan Go Choi, Jose C. Principe, A. Hutchison, "Multiresolution Segmentation of respiratory EMG signals", Trans. on Biomedical Engineering, Vol. 41, No. 3, pp. 257-266, Mar. 1994 (author PDF)
103Jose C. Principe, James Kuo, Samel Celebi, "An analysis of the gamma memory in dynamic neural networks", Trans. on Neural Networks, Vol. 5, No. 2, pp. 331-337, Mar. 1994 (author PDF)
104Tom Davis, Jose C. Principe, "A Markov chain framework for the simple genetic algorithm", Journal of Evolutionary Computing, Vol. 1, No. 3, pp. 269-288, Nov. 1993 (author PDF)
105Jose C. Principe, Bert deVries, Pedro Guedes de Oliveira, "The gamma filter: a new class of adaptive IIR filters with restricted feedback", Trans. on Signal Processing, Vol. 41, No. 2, pp. 649-656, Feb. 1993 (author PDF)
106C. Koch, R. Palovcik, Jose C. Principe, "Chaotic activity during iron induced `epileptiform' discharges in rat hippocampal slices", Trans. on Biomedical Engineering, Vol. 39, No. 11, pp. 1152-1160, Nov. 1992 (author PDF)
107Bert deVries, Jose C. Principe, "The gamma model - A new neural model for temporal processing", Neural Networks, Vol. 5, No. 4, pp. 565-576, July 1992 (author PDF)
108Jose C. Principe, Alok Rathie, Jyh-Ming Kuo, "Prediction of chaotic time series with neural networks, the issue of dynamic modeling", Intl. Journal of Bifurcation and Chaos, Vol. 2, No. 4, pp. 989-996, May 1992 (author PDF)
109Jose C. Principe, Seung-Hun Park, "A distributed knowledge-based system for EEG processing in epilepsy", Automedica, Vol. 14, No. 0, pp. 81-99, June 1991 (author PDF)
110Jose C. Principe, Taehwan Yoon, "A new algorithm for the detection of tool breakage in milling", Intl. Journal of Machine Tools and Manufacture, Vol. 31, No. 4, pp. 443-454, June 1991 (author PDF)
111R.A. Palovcik, S.A. Reid, Jose C. Principe, A. Albuquerque, "3-D computer animation of electrophysiological responses", Journal of Neuroscience Methods, Vol. 41, No. 1, pp. 1-9, Jan. 1991 (author PDF)
112S. Park, Jose C. Principe, J. Smith, "TDAT - Time domain analysis tool for EEG analysis", Trans. on Biomedical Engineering, Vol. 37, No. 8, pp. 803-811, Aug. 1990 (author PDF)
113Tae G. Chang, Jack R. Smith, Jose C. Principe, "A knowledge-based system for the automated on line classification of EEG/EOG signals", Journal of Microcomputer Applications, Vol. 10, No. 2, pp. 54-65, Mar. 1990 (author PDF)
114Jose C. Principe, S. Gala, T. Chang, "Sleep staging automation based on the theory of evidence", Trans. on Biomedical Engineering, Vol. 36, No. 5, pp. 503-509, May 1989 (author PDF)
115C. McLochlin, Jose C. Principe, J. Smith, "A data compression algorithm for the electroencephalogram", Intl. Journal of Medical Informatics, Vol. 22, No. NIL, pp. 83-95, Mar. 1988 (author PDF)
116Pedro Guedes de Oliveira, Jose C. Principe, A. Cruz, Ana Maria Tome, "HIDRA - A hierarchical instrument for distributed real-time analysis of biological signals", Trans. on Biomedical Engineering, Vol. BME-34, No. NIL, pp. 921-927, Dec. 1987 (author PDF)
117Francisco Vaz, Pedro Guedes de Oliveira, Jose C. Principe, "A study of the best order for autoregressive EEG modeling", Intl. Journal of Medical Informatics, Vol. 20, No. NIL, pp. 41-50, Jan. 1987 (author PDF)
118Jose C. Principe, J. Smith, "SAMICOS - A sleep analyzing microcomputer system", Trans. on Biomedical Engineering, Vol. {BME-33}, No. NIL, pp. 935-941, Oct. 1986 (author PDF)
119Jose C. Principe, Jack Smith, "Design, implementation of linear phase FIR filters for biological signal processing", Trans. on Biomedical Engineering, Vol. {BME-33}, No. 6, pp. 550-559, June 1986 (author PDF)
120Jose C. Principe, Jack Smith, "Sleep spindle characteristics as a function of age", Sleep, Vol. 5, No. 1, pp. 73-84, Sept. 1984 (author PDF)
121Jose C. Principe, J. Smith, "Microcomputer based system for the detection and quantification of Petit Mal Epilepsy", Computers in Biology and Medicine, Vol. 12, No. 2, pp. 87-95, May 1982 (author PDF)
 
Conference Papers
1Rakesh Chalasani, Jose C. Principe, "Convolutional Dynamic Network for Video Based Object Recognition," .(Submitted)
2Justin C. Sanchez, Deniz Erdogmus, Yadunandana Rao, Sung-Phil Kim, Miguel Nicolelis, Johan Wessberg, Jose C. Principe, "Interpreting Neural Activity Through Linear and Nonlinear Models for Brain Machine Interfaces," Intl. Conf. of Engineering in Medicine and Biology Society.(Submitted)
3Justin C. Sanchez, Deniz Erdogmus, Yadunandana Rao, Jose C. Principe, Johan Wessberg, Miguel Nicolelis, "Analysis of the Neural to Motor Representation Space Constructed by a Recurrent Neural Network Trained for a Brain-Machine Interface," Intl. Work. on Neural Networks for Signal Processing.(Submitted)
4Bryan Davis, Deniz Erdogmus, Yadunandana Rao, Jose Principe, "Supervised Synaptic Weight Adaptation for a Spiking Neuron," Neural Information Processing Systems.(Submitted)
5Puskal P. Pokharel, Rati Agrawal, J. C. Principe, "Correntropy Based Matched Filtering," Machines that Learn Work..(Submitted)
6J. Pukala, J. Sanchez, J. Principe, M. Okun, "Linear Predictive Analysis for Targeting the Basal Ganglia in Deep Brain Stimulation Surgeries," 2nd IEEE Workshop on NeuroEngineering.(Submitted)
7A. Paiva, S. Rao, I. Park, J. Principe, "Spectral Clustering of Synchronous Spike Trains," Intl. Joint Conf. on Neural Networks.(Submitted)
8Goktug 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.(Accepted) (author PDF)
9Goktug T. Cinar, Jose C. Principe, "Clustering of Time Series Using a Hierarchical Linear Dynamical System," ICASSP.(Accepted) (author PDF)
10Rosha Pokharel, Sohan Seth, Jose C. Principe, "Quantized Mixture Kernel Least Mean Square," Intl. Joint Conf. on Neural Networks.(Accepted) (author PDF)
11Ryan Burt, Goktug T. Cinar, Jose C. Principe, "Pitch Estimation Using Non-negative Matrix Factorization," Intl. Joint Conf. on Neural Networks.(Accepted) (author PDF)
12Rakesh Chalasani, Jose C. Principe, Naveen Ramakrishnan, "A Fast Proximal Method for Convolutional Sparse Coding," IJCNN.(Accepted) (author PDF)
13Pingping Zhu and Jose C. Principe, "KERNEL RECURRENT SYSTEM TRAINED BY REAL-TIME RECURRENT LEARNING ALGORITHM," ICASSP.(Accepted) (author PDF)
14Jihye 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) (author PDF)
15Jihye Bae, Luis G. Sanchez Giraldo, Joseph T. Francis, Jose C. Principe, "Correntropy Kernel Temporal Differences for Reinforcement Learning Brain Machine Interfaces," EMBS-NE.(Accepted) (author PDF)
16Evan Kriminger, Austin Brockmeier, Luis Giraldo Sanchez, Jose Principe, "Metric Learning for Invariant Feature Generation in Reinforcement Learning," RLDM.(Accepted) (author PDF)
17Rakesh Chalasani, Jose C. Principe, "Dynamic Sparse Coding with Smoothing Proximal Gradient Method," Intl. Conf. on Acoustics, Speech, and Signal Processing.(Accepted) (author PDF)
18Kittipat Kampa, Jose C. Principe, Duangmanee Putthividhya and Anand Rangarajan, "DATA-DRIVEN TREE-STRUCTURED BAYESIAN NETWORK FOR IMAGE SEGMENTATION," ICASSP.(Accepted) (author PDF)
19Evan Kriminger, Choudur Lakshminarayan, and Jose Principe, "Nearest neighbor distributions for imbalanced classification," IJCNN.(Accepted) (author PDF)
20David Martinez-Rego, Evan Kriminger, Jose Principe, Oscar Fontenla-Romero, and Amparo Alonso-Betanzos, "One-class classifier based on extreme value statistics," ESANN.(Accepted) (author PDF)
21Evan Kriminger, Choudur Lakshminarayan, and Jose C. Principe, "Mixture of designer experts for multi-regime detection in streaming data," EUSIPCO.(Accepted) (author PDF)
22Il Park, Jose C. Principe, "Quantification of Inter-trial Non-stationarity in Spike Trains from Periodically Stimulated Neural Cultures," ICASSP.(Accepted) (author PDF)
23Nicolas Obolensky, Deniz Erdogmus, Jose C. Principe, "A TIME-VARYING KALMAN FILTER APPLIED TO MOVING TARGET TRACKING," Portuguese Conf. on Automatic Control.(Accepted) (author PDF)
24Bryan Davis, Deniz Erdogmus, Yadunandana N. Rao, Jose C. Principe, "Supervised Synaptic Weight Adaptation for a Spiking Neuron," Intl. Joint Conf. on Neural Networks.(Accepted) (author PDF)
25Shalom 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) (author PDF)
26Mustafa 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) (author PDF)
27Dorothee 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) (author PDF)
28S-.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) (author PDF)
29J. 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) (author PDF)
30Dongliang 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) (author PDF)
31Wei-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) (author PDF)
32Jianwu 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) (author PDF)
33Austin J. Brockmeier, Luis G. Sanchez Giraldo, John S. Choi, Joseph T. Francis, and Jose C. Principe, "Learning Multiscale Neural Metrics via Entropy Minimization", EMBC, pp. 247-250, Nov. 2013,DOI:10.1109/NER.2013.6695918 (author PDF)
34A. 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, pp. 5586-5589, July 2013,DOI:10.1109/EMBC.2013.6610816 (author PDF)
35Austin J. Brockmeier, Jose C. Principe, Anh Huy Phan, Andrzej Cichocki, "A Greedy Algorithm for Model Selection of Tensor Decompositions", ICASSP, pp. 6113-6117, May 2013,DOI:10.1109/ICASSP.2013.6638839 (author PDF)
36Rakesh Chalasani, Jose C. Principe, "Deep Predictive Coding Networks", , pp. -, 2013,DOI:http://arxiv.org/abs/1301.3541 (author PDF)
37Jongmin Lee, Pingping Zhu, and Jose C. Principe, "A Parameter-free Kernel Design Based on Cumulative Distribution Function for Correntropy", IJCNN, pp. -, 2013,DOI:10.1109/IJCNN.2013.6707021 (author PDF)
38Rakesh Chalasani; Jose C. Pincipe, "Temporal Context in Object Recognition", MLSP, pp. 1-6, Sept. 2012,DOI:10.1109/MLSP.2012.6349758 (author PDF)
39Austin J. Brockmeier, John S. Choi, Matthew S. Emigh, Lin Li, Joseph T. Francis, and Jose C. Principe, "Subspace Matching Thalamic Microstimulation to Tactile Evoked Potentials in Rat Somatosensory Cortex", EMBS, pp. 2957 -2960, Sept. 2012,DOI:10.1109/EMBC.2012.6346584 (author PDF)
40Austin J. Brockmeier, Mehrnaz Kh. Hazrati, Walter J. Freeman, Lin Li, and Jose C. Principe, "Locating Spatial Patterns of Waveforms during Sensory Perception in Scalp EEG", EMBS, pp. 2531-2534, Sept. 2012,DOI:10.1109/EMBC.2012.6346479 (author PDF)
41Rakesh Chalasani, Goktug T. Cinar and Jose C. Principe, "Sequential Causal Estimation And Learning From Time Varying Images", IJCNN, pp. -, June 2012,DOI:http://dx.doi.org/10.1109/IJCNN.2012.6252480 (author PDF)
42Goktug T. Cinar, Jose C. Principe, "Hidden State Estimation using the Correntropy Filter with Fixed Point Update and Adaptive Kernel Size", IJCNN, pp. -, June 2012,DOI:http://dx.doi.org/10.1109/IJCNN.2012.6252730 (author PDF)
43Jongmin Lee and Jose C. Principe, "Correntropy-based Spectrum Sensing for Wireless Microphones in Man-made Noise Environments", CIP, pp. -, 2012,DOI:10.1109/CIP.2012.6232937 (author PDF)
44Rosha Pokharel, Jose C. Principe, "Kernel Classifier with Corretropy loss", IJCNN, pp. 1-6, 2012,DOI:10.1109/IJCNN.2012.6252721 (author PDF)
45Bilal Fadlallah, Sohan Seth, Austin Brockmeier, Lin Li, Andreas Keil and Jose Principe, "An Association Framework to Analyze Dependence Structure in Time Series", EMBS, pp. 6176-6179, 2012,DOI:10.1109/EMBC.2012.6347404 (author PDF)
46A. J. Brockmeier, B. Mahmoudi, J. C. Sanchez, and J. C. Principe, "Efficient temporal decomposition of local field potentials", MLSP, pp. 1-6, Sept. 2011,DOI:10.1109/MLSP.2011.6064598 (author PDF)
47S. Craciun, A. J. Brockmeier, A. D. George, H. Lam, and J. C. Principe, "An information-theoretic approach to motor action decoding with a reconfigurable parallel architecture", ICEMB, pp. 4621-4624, Sept. 2011,DOI:10.1109/IEMBS.2011.6091144 (author PDF)
48Bibhu Prasad Mishra, Jose C. Principe, Pablo A. Estevez, and Pavlos Protopapas, "Estimation of periodicity in non-uniformly sampled astronomical data using a 2D kernel in correntropy", MLSP, pp. 1-6, Sept. 2011,DOI:10.1109/MLSP.2011.6064635 (author PDF)
49Lin Li; Il Memming Park; Seth, S.; Choi, J.S.; Francis, J.T.; Sanchez, J.C.;Principe, J.C., "An adaptive decoder from spike trains to micro-stimulation using kernel least-mean-squares (KLMS)", MLSP, pp. 1-6, Sept. 2011,DOI:10.1109/MLSP.2011.6064603 (author PDF)
50Kittipat Kampa, Duangmanee Putthividhya and Jose C. Principe, "Irregular Tree-Structured Bayesian Network for image segmentation", MLSP, pp. 1-6, Sept. 2011,DOI:10.1109/MLSP.2011.6064604 (author PDF)
51Kittipat Kampa, Erion Hasanbelliu and Jose C. Principe, "Closed-form cauchy-schwarz PDF divergence for mixture of Gaussians", IJCNN, pp. 2578 -2585, July 2011,DOI:10.1109/IJCNN.2011.6033555 (author PDF)
52Evan Kriminger, Choudur Lakshminarayan, and Jose C. Principe, "Modified embedding for multi-regime detection in nonstationary streaming data", ICASSP, pp. -, May 2011 (author PDF)
53Sohan Seth, Austin J. Brockmeier, Jose C. Pri­ncipe, "A metric approach toward point process divergence", ICASSP, pp. 2104-2107, May 2011,DOI:10.1109/ICASSP.2011.5946741 (author PDF)
54 Kittipat Kampa, Jose C. Principe, J. Tory Cobb and Anand Rangarajan, "Deformable Bayesian networks for data clustering and fusion ", SPIE, pp. -, May 2011,DOI:10.1117/12.883096 (author PDF)
55Austin J. Brockmeier, Evan G. Kriminger, Justin C. Sanchez, and Jose C. Principe, "Latent State Visualization of Neural Firing Rates", EMBS-NE, pp. 144-147, Apr. 2011,DOI:10.1109/NER.2011.5910509 (author PDF)
56Goktug T. Cinar, Jose C. Principe, "Adaptive Background Estimation using an Information Theoretic Cost for Hidden State Estimation", IJCNN, pp. 489-494, 2011,DOI:10.1109/IJCNN.2011.6033261 (author PDF)
57A. J. Brockmeier, J. S. Choi, M. M. DiStasio, J. T. Francis, and J. C. Principe, "Optimizing microstimulation using a reinforcement learning framework", ICEMB, pp. 1069-1072, 2011,DOI:10.1109/IEMBS.2011.6090249 (author PDF)
58S. Seth, A. J. Brockmeier, J. S. Choi, M. Semework, J. T. Francis, and J. C. Principe, "Evaluating dependence in spike train metric spaces", IJCNN, pp. 2645-2652, 2011,DOI:10.1109/IJCNN.2011.6033564 (author PDF)
59Jihye Bae, Pratik Chhatbar, Joseph T. Francis, Justin C. Sanchez, Jose C. Principe, "Reinforcement Learning via Kernel Temporal Difference", EMBC, pp. 5662-5665, 2011,DOI:10.1109/IEMBS.2011.6091370 (author PDF)
60Jihye Bae, Luis Sanchez Giraldo, Pratik Chhatbar, Joseph Francis, Justin Sanchez, Jose Principe, "STOCHASTIC KERNEL TEMPORAL DIFFERENCE FOR REINFORCEMENT LEARNING", MLSP, pp. 1-6, 2011,DOI:10.1109/MLSP.2011.6064634 (author PDF)
61Sohan 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, pp. 2119-2127, Dec. 2010 (author PDF)
62Kittipat Kampa, Jose C. Principe and K. Clint Slatton, "Dynamic factor graphs: A novel framework for multiple features data fusion", ICASSP, pp. 2106-2109, Mar. 2010,DOI:10.1109/ICASSP.2010.5495145 (author PDF)
63Austin J. Brockmeier, Il Park, Babak Mahmoudi, Justin C. Sanchez, Jose C. Pri­ncipe, "Spatio-Temporal Clustering of Firing Rates for Neural State Estimation", ICEMB, pp. 6023-6026, 2010,DOI:10.1109/IEMBS.2010.5627600 (author PDF)
64Yiwen Wang, Justin Sanchez, Jose Principe, "Selecting Neural Subsets for Kinematics Decoding by Information Theoretical Analysis in Motor Brain Machine Interfaces", IJCNN, pp. 3275-3280, June 2009 (author PDF)
65Yiwen Wang, Jose Principe, "A Synthetic Averaging Method on Point Process for Motor Brain Machine Interfaces", IEEE Int. Workshop on Machine Learning for Signal Processing, pp. 79-84, Oct. 2008 (author PDF)
66Yiwen Wang, Jose C. Principe, "Tracking the Non-Stationary Neuron Tuning by Dual Kalman Filter for Brain Machine Interfaces Decoding", EMBC, pp. 1720-1723, Aug. 2008 (author PDF)
67Il Park, Jose C. Principe, "Correntropy based Granger Causality", ICASSP, pp. -, Apr. 2008 (author PDF)
68A. 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, pp. 435-436, Oct. 2007 (author PDF)
69H-H Hsu, J. Principe (1991), " Visualization Of Epileptic Spikes In State Space", Annual Int. Conf. IEEE-EMBS, pp. 1191-1192, Oct. 2007 (author PDF)
70J. Principe, P-C. Lo (1991), "Estimation of Lyapunov Exponents from the EEG", Annual Int. Conf. IEEE-EMBS, pp. 2230-2231, Sept. 2007 (author PDF)
71N. 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, pp. 4257-4260, Aug. 2007 (author PDF)
72Yiwen 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, pp. 2250-2255, Aug. 2007 (author PDF)
73D. Brenner, J. Principe, K. Doty (1991), " Neural network classification of metal surface properties using a dynamic touch sensor", Intl. Joint Conf. on Neural Networks, pp. 189-194, July 2007 (author PDF)
74J. Principe, J-M. Kuo (1993), "Noise reduction in state space using the focused gamma neural network", Proc. of SPIE, pp. 326-331, July 2007 (author PDF)
75J. Principe, J. Tracey (1993), "Isolated-word Speech Recognition using the Focused Gamma Neural Network", World Congress on Neural Networks, pp. 87-100, July 2007 (author PDF)
76J. Principe, L. Turner (1994), "Word Spotting with the Gamma Neural Model", World Congress on Neural Networks, pp. 502-505, June 2007 (author PDF)
77J. Principe, M. Motter (1994), "System Identification with Dynamic Neural Networks", World Congress on Neural Networks, pp. 284-289, June 2007 (author PDF)
78K 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., pp. 27.71-27.74, May 2007 (author PDF)
79David 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, pp. 19-22, May 2007 (author PDF)
80J. Principe, K. Gugel, A. Adkins, S. Eatemadi (1990), "Multi-rate Sampling of Digital Audio Equalizer", IEEE SoutheastCon, pp. 499-502, Apr. 2007 (author PDF)
81B. De Vries, J. Principe, P. Guedes de Oliveira (1991), "Adaline with adaptive recursive memory", Intl. Work. on Neural Networks for Signal Processing, pp. 101-110, Jan. 2007 (author PDF)
82J. Principe, T. Yoon (1990), "A numeric-symbolic approach to tool breakage direction", Sensors Expo and Conf., pp. 301B1-301B8, Jan. 2007 (author PDF)
83J. Fisher, J. Principe (1994), "Formulation of the MACE fulter as a linear associative memory", IEEE World Congress on Computational Intelligence, pp. 2934-2937, Jan. 2007 (author PDF)
84D. Brenner, K. Doty, M. Moallem, G. Ragner, J. Principe (1990), "Development of a Neural Network based dynamic touch sensory system", Sensors Expo and Conf., pp. 301A1-301A1, Jan. 2007 (author PDF)
85J. Principe, P-C. Lo (1990), "Chaotic Dynamics of Time-Delay Neural Networks", Intl. Joint Conf. on Neural Networks, pp. 367-372, Jan. 2007 (author PDF)
86T. Yoon, J. Principe (1990), "A Knowledge-Based Supervision Model for Machine Tools", Computer Software and Applications Conf., pp. 779-780, Jan. 2007 (author PDF)
87António R. C. Paiva, José C. Príncipe and Justin C. Sanchez, "Gravity Transform for Input Conditioning in Brain Machine Interfaces", Annual Int. Conf. IEEE-EMBS, pp. -, Sept. 2006 (author PDF)
88P. 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, pp. 6253-6256, Aug. 2006 (author PDF)
89N. mamone, F. Morabito, J. Principe, "Visualization of the Short Term Lyapunov Exponent Topography in the Epileptic Brain", Annual Int. Conf. IEEE-EMBS, pp. 4257-4260, Aug. 2006 (author PDF)
90S. 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, pp. 4382-4386, Aug. 2006 (author PDF)
91J. Fortes, R. Figueiredo, L. Hermer-Vazquez, J. Principe, J. Sanchez, "A New Architecture for Deriving Dynamic Brain-Machine Interfaces", International Conference on Computational Science, pp. 546-553, May 2006 (author PDF)
92Antonio R.C. Paiva, Jian-Wu Xu, and Jose C. Principe, "Kernel Principal Components are Maximum Entropy Projections", Intl. Conf. on ICA and Signal Separation, pp. 846-853, Mar. 2006 (author PDF)
93Yiwen Wang, Sung-Phil Kim, Jose C. Principe, "Comparison of TDNN Training Algorithms in Brain Machine Interfaces", Intl. Joint Conf. on Neural Networks, pp. 2459-2462, July 2005 (author PDF)
94S-.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, pp. -, Sept. 2004 (author PDF)
95Darmanjian, 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", , pp. 3612-3617, Oct. 2003,DOI:10.1109/IROS.2003.12 (author PDF)
96J.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, pp. 2160-2163, Sept. 2003 (author PDF)
97S.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, pp. 332-336, July 2003 (author PDF)
98Sung-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, pp. VI312-VI324, Apr. 2003 (author PDF)
99M. 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, pp. 1041-1046, Apr. 2003 (author PDF)
100C. 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, pp. VI197-VI200, Apr. 2003 (author PDF)
101Justin 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., pp. 59-62, Mar. 2003 (author PDF)
102Deniz 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, pp. 219-228, Sept. 2002 (author PDF)
103Justin 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, pp. 139-148, Sept. 2002 (author PDF)
104Geetha 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, pp. 278-282, Sept. 2002 (author PDF)
105Deniz Erdogmus, Jose C. Principe, Geetha K. Thampi, "Adaptive Linear Observer For Nonlinear Systems", Portuguese Conf. on Automatic Control, pp. 56-60, Sept. 2002 (author PDF)
106Justin 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, pp. 59-65, Aug. 2002 (author PDF)
107Geetha K. Thampi, Jose C. Principe, Mark A. Motter, JeongHo Cho, Jing Lan, "Multiple Model Based Flight Control Design", Midwest Syposium on Circuits and Systems, pp. ---, Aug. 2002 (author PDF)
108Kenneth 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, pp. 993-996, May 2002 (author PDF)
109Kenneth 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, pp. 126-131, Dec. 2001 (author PDF)
110D. 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, pp. 7-12, Dec. 2001 (author PDF)
111L. Vielva, D. Erdogmus, J.C. Principe, "Underdetermined Blind Source Separation Using a Probabilistic Source Sparsity Model", Intl. Conf. on ICA and Signal Separation, pp. 675-679, Dec. 2001 (author PDF)
112D. Erdogmus, L. Vielva, J.C. Principe, "Nonparametric Estimation and Tracking of the Mixing Matrix for Underdetermined Blind", Intl. Conf. on ICA and Signal Separation, pp. 189-194, Dec. 2001 (author PDF)
113D. Erdogmus, J.C. Principe, "Convergence Analysis of the Information Potential Criterion in Adaline Training", Intl. Work. on Neural Networks for Signal Processing, pp. 123-132, Sept. 2001 (author PDF)
114D. Erdogmus, D. Rende , J.C. Principe, T.F. Wong, "Nonlinear Channel Equalization Using Multilayer Perceptrons with", Intl. Work. on Neural Networks for Signal Processing, pp. 443-451, Sept. 2001 (author PDF)
115D. Erdogmus, J.C. Principe, "Information Transfer Through Classifiers and its Relation to Probability of Error", Intl. Joint Conf. on Neural Networks, pp. 50-54, July 2001 (author PDF)
116D. Erdogmus, J.C. Principe, "Entropy Minimization Algorithm for Neural Networks", Intl. Joint Conf. on Neural Networks, pp. 3003-3008, July 2001 (author PDF)
117D. 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, pp. 2762-2767, July 2001 (author PDF)
118J.C. Principe, D. Erdogmus, "From Adaptive Linear to Information Filtering", Symposium on Adaptive Systems for Signal Processing, Communications and Control, pp. 99-104, Oct. 2000 (author PDF)
119Yolanda Blanco-Archilla, Z. Santiago, Jose C. Principe, "Alternative statistical Gaussianity measure using the cumulative density function", Intl. Conf. on ICA and Signal Separation, pp. 537-542, Oct. 2000 (author PDF)
120Ernst Haselsteiner, Jose C. Principe, "Supervised learning without numerical targets - An information theoretic approach", European Signal Processing Conf., pp. n/a-n/a, Sept. 2000 (author PDF)
121J. Principe, D. Xu, A. Learn, Q. Zhao, "Statistical Pose Estimation of Land Targets in SAR", Proc. of SPIE, pp. 310-321, Aug. 2000 (author PDF)
122Q. Zhao, J. Principe, "Incorporating virtual negative exemplars to improve SAR ATR", American Control Conf., pp. 354-360, Aug. 2000 (author PDF)
123Craig 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, pp. 243-248, July 2000 (author PDF)
124D. 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, pp. 75-80, June 2000 (author PDF)
125Neil Euliano, Jose C. Principe, "Dynamic subgrouping in RTRL provides a faster O(N2) algorithm", Intl. Conf. on Acoustics, Speech, and Signal Processing, pp. 3418-3421, June 2000 (author PDF)
126Victor Brennan, Jose C. Principe, "Multiresolution using principle component analysis", Intl. Conf. on Acoustics, Speech, and Signal Processing, pp. 3474-3477, June 2000 (author PDF)
127Craig 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, pp. 261-264, June 2000 (author PDF)
128Erhan Gokcay, Jose C. Principe, "A new clustering evaluation function using Renyi's information potential", Intl. Conf. on Acoustics, Speech, and Signal Processing, pp. 3490-3493, June 2000 (author PDF)
129Jose C. Principe, Dongxin Xu, "Information-theoretic learning using Renyi's quadratic entropy", Intl. Conf. on ICA and Signal Separation, pp. 407-412, Aug. 1999 (author PDF)
130Hsiao-Chun Wu, Jose C. Principe, "Simultaneous diagonalization in the frequency domain (SDIF) for source separation", Intl. Conf. on ICA and Signal Separation, pp. 245-250, Aug. 1999 (author PDF)
131Dongxin Xu, Jose C. Principe, "Training MLPs layer-by-layer with the information potential", Intl. Joint Conf. on Neural Networks, pp. 1716-1720, Aug. 1999 (author PDF)
132Hsiao-Chun Wu, Jose C. Principe, "Novel quadratic Gaussianity measures, their application in Blind Source Separation/Extraction", Intl. Work. on Neural Networks for Signal Processing, pp. 58-66, Aug. 1999 (author PDF)
133Cristina Mejuto, Jose Principe, "A Second-Order Method for Blind Source Separation of Convolutive Mixtures", Intl. Conf. on ICA and Signal Separation, pp. 395-400, Aug. 1999 (author PDF)
134H-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, pp. 58-66, Aug. 1999 (author PDF)
135Neil Euliano, Jose C. Principe, "A spatio-temporal memory based on SOMs with activity diffusion", Work. on Self-Organizing Maps, pp. 253-266, July 1999 (author PDF)
136Qun Zhao, Jose C. Principe, "Support vector machines for synthetic aperture radar automatic target recognition", SPIE Automatic Target Recognition, pp. 101-107, Apr. 1999 (author PDF)
137Dongxin Xu, Jose C. Principe, "Training MLPs layer-by-layer with the information potential", Intl. Conf. on Acoustics, Speech, and Signal Processing, pp. 1045-1048, Mar. 1999 (author PDF)
138K. 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, pp. 389-392, Mar. 1999 (author PDF)
139Hsiao-Chun Wu, Jose C. Principe, "Generalized anti-Hebbian learning for source separation", Intl. Conf. on Acoustics, Speech, and Signal Processing, pp. 1073-1076, Mar. 1999 (author PDF)
140Jose C. Principe, "Statistically Independent Feature Extraction for SAR Imagery", DARPA Image Understanding Workshop, pp. n/a-n/a, Nov. 1998 (author PDF)
141Jose C. Principe, Qun Zhao, Dongxin Xu, "A novel classifier architecture exploiting pose estimation for SAR/ATR", DARPA Image Understanding Workshop, pp. 833-837, Nov. 1998 (author PDF)
142Qun Zhao, Dongxin Xu, Jose C. Principe, "Pose estimation for SAR Automatic Target Recognition", DARPA Image Understanding Workshop, pp. 827-831, Nov. 1998 (author PDF)
143M. Boillot, J. Principe, "An Algorithm Development and Support Database for MSTAR", DARPA Image Understanding Workshop, pp. 821-825, Nov. 1998 (author PDF)
144A. 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, pp. 507-510, Sept. 1998 (author PDF)
145Vitor Tavares, Jose C. Principe, "Towards a silicon implementation of the olfactory system", IEEE Intl. Conf. on Electronics, Circuits and Systems, pp. 131-134, Sept. 1998 (author PDF)
146Victor Brennan, Jose C. Principe, "Face classification using a multiresolution principal component analysis", Intl. Work. on Neural Networks for Signal Processing, pp. 506-515, Aug. 1998 (author PDF)
147Jose 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, pp. 319-324, June 1998 (author PDF)
148Hsiao-Chun Wu, Jose C. Principe, "Minimum entropy algorithms for source separation", IEEE Intl. Symposium on Circuits and Systems, pp. 242-245, June 1998 (author PDF)
149John Fisher, Jose C. Principe, "A methodology for information theoretic feature extraction", Intl. Joint Conf. on Neural Networks, pp. 1712-1716, May 1998 (author PDF)
150Neil Euliano, Jose C. Principe, "Temporal plasticity in self-organizing networks", Intl. Joint Conf. on Neural Networks, pp. 1063-1067, May 1998 (author PDF)
151Vitor Tavares, Jose C. Principe, "Discrete network implementation of KII, KIII freeman models", Intl. Joint Conf. on Neural Networks, pp. 1488-1492, May 1998 (author PDF)
152Dongxin Xu, Jose C. Principe, Hsiao-Chun Wu, "A principle component network for generalized eigen-decomposition", Intl. Conf. on Genetic Algorithms, pp. 849-853, May 1998 (author PDF)
153Craig Fancourt, Jose C. Principe, "Modeling Time Dependencies in the Mixture of Experts", Intl. Joint Conf. on Neural Networks, pp. 2324-2328, May 1998 (author PDF)
154Helder Cochofel, D. Wooten, Jose C. Principe, "A neural network environment for adaptive inverse control", Intl. Joint Conf. on Neural Networks, pp. -pages, May 1998 (author PDF)
155Hsiao-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, pp. 1145-1148, May 1998 (author PDF)
156Jose C. Principe, Neil Euliano, W. Curt Lefebvre, "An interactive learning environment for adaptive systems instruction", Intl. Conf. on Acoustics, Speech, and Signal Processing, pp. 1901-1904, May 1998 (author PDF)
157Dongxin 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, pp. 1161-1164, May 1998 (author PDF)
158K. Coggins, J. Principe, "Detection and Classification of Insect Sounds in a Grain Silo using a Neural Network", Intl. Joint Conf. on Neural Networks, pp. 1760-1765, May 1998 (author PDF)
159Hsiao-Chun Wu, Jose C. Principe, "Simultaneous diagonalization algorithm for blind source separation based on sub-band filtered features", Proc. of SPIE, pp. 466-474, Apr. 1998 (author PDF)
160Dongxin Xu, John Fisher, Jose C. Principe, "Mutual information approach to pose estimation", SPIE Algorithms for Synthetic Aperture Radar Imagery, pp. 218-229, Apr. 1998 (author PDF)
161Jose C. Principe, Dongxin Xu, "Learning from examples with quadratic mutual information", Machines that Learn Work., pp. n/a-n/a, Apr. 1998 (author PDF)
162F. Candocia, J. Principe, "A Method using Multiple Models to Superresolve SAR Imagery", Proc. of SPIE, pp. 197-207, Apr. 1998 (author PDF)
163John Fisher, Jose C. Principe, "Blind source separation by interactions of output signals", Intl. Conf. on Digital Signal Processing, pp. n/a-n/a, Mar. 1998 (author PDF)
164Hsiao-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, pp. 496-505, Sept. 1997 (author PDF)
165Jui-Kuo Juan, John Harris, Jose C. Principe, "Locally Recurrent Networks with Multiple Time Scales", Intl. Work. on Neural Networks for Signal Processing, pp. 645-653, Sept. 1997 (author PDF)
166John Fisher, Jose C. Principe, "Entropy manipulation of arbitrary nonlinear mappings", Intl. Work. on Neural Networks for Signal Processing, pp. 14-23, Sept. 1997 (author PDF)
167Jose C. Principe, Dongxin Xu, "Classification with linear networks using an online constrained LDA algorithm", Intl. Work. on Neural Networks for Signal Processing, pp. 286-295, Sept. 1997 (author PDF)
168A. Teixeira, F. Vaz, J. Principe, "A software tool to study Portuguese vowels", EuroSpeech, pp. 2543-2543, Sept. 1997 (author PDF)
169Jui-Kuo Juan, John Harris, Jose C. Principe, "Analog hardware implementation of adaptive filter structures", Intl. Conf. on Neural Networks, pp. 916-921, June 1997 (author PDF)
170Jose C. Principe, Ludong Wang, James Kuo, "Nonlinear Dynamic Modeling with Neural Networks", European Conf. on Signal Analysis, Prediction, pp. n/a-n/a, June 1997 (author PDF)
171L. Yen, Jose C. Principe, "Adaptive target detection in UWB images using Laguerre network", Intl. Conf. on Neural Networks, pp. 2072-2075, June 1997 (author PDF)
172Frank Candocia, Jose C. Principe, "A Neural Implementation of Interpolation with a Family of Kernels", Intl. Conf. on Neural Networks, pp. 1506-1511, June 1997 (author PDF)
173Frank Candocia, Jose C. Principe, "A self-organizing principle for segmenting, super-resolving ISAR images", DARPA Image Understanding Workshop, pp. 1161-1166, May 1997 (author PDF)
174Craig Fancourt, Jose C. Principe, "Soft competition principal component analysis using the mixture of experts", DARPA Image Understanding Workshop, pp. 1071-1076, May 1997 (author PDF)
175John Fisher, Jose C. Principe, "A nonparametric methodology for information theoretic feature extraction", DARPA Image Understanding Workshop, pp. 1077-1084, May 1997 (author PDF)
176L. Yen, J. Principe, "Target Detection in UWB SAR Images Using Temporal Fusion", DARPA Image Understanding Workshop, pp. 1155-1160, May 1997 (author PDF)
177Jose 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, pp. 3401-3404, Apr. 1997 (author PDF)
178Craig Fancourt, Jose C. Principe, "Temporal Self-Organization Through Competitive Prediction", Intl. Conf. on Acoustics, Speech, and Signal Processing, pp. 3325-3329, Apr. 1997 (author PDF)
179T. Davis, J. Principe (1991), "A Simulated Annealing Like Convergence Theory for the Simple Genetic Algorithm", Intl. Conf. on Genetic Algorithms, pp. 174-181, Dec. 1996 (author PDF)
180J. Principe, B. deVries, J-M. Kuo, P. Guedes de Oliveira (1993), "Modeling Applications with the Focused Gamma Net", Neural Information Processing Systems, pp. 143-150, Dec. 1996 (author PDF)
181B. deVries, J. Principe (1991), "Transient Signal Detection with Neural Networks: the search for hte desired signal (1992)", Neural Information Processing Systems, pp. 162-168, Dec. 1996 (author PDF)
182Mohamed Ismail, Jose C. Principe, "Eqivalence between the RLS algorithms, the ridge regression techniques", Asilomar Conference on Signals, Systems and Computers, pp. 1083-1087, Nov. 1996 (author PDF)
183D. Jones, Jose C. Principe, "Optimal parameter estimation of the Laguerre filter via the complex performance function", Asilomar Conference on Signals, Systems and Computers, pp. 805-808, Nov. 1996 (author PDF)
184J. Principe, J-M Kuo, "Dynamic Modeling of Chatoic time Series with Neural Networks", Neural Information Processing Systems, pp. 311-318, Nov. 1996 (author PDF)
185J. Principe, H. Hsu, J. Kuo, "Analysis of short term neural memory structures for nonlinear prediction (1994)", Neural Information Processing Systems, pp. 1011-1018, Nov. 1996 (author PDF)
186A. Zahalka, J. Principe, "Transient Signal Detection with Neural Networks: the search for hte desired signal (1992)", Neural Information Processing Systems, pp. 688-695, Nov. 1996 (author PDF)
187J. Principe, B. de Vries, J-M Kuo, "Modeling applicatins with the focused gamma net (1991)", Neural Information Processing Systems, pp. 143-150, Nov. 1996 (author PDF)
188A. deVries, J. Principe, "A theory for neural networks with time delays (1990)", Neural Information Processing Systems, pp. 162-168, Nov. 1996 (author PDF)
189Chuan Wang, L. Yen, Jose C. Principe, "On-line transform domain LMS algorithm implemented with PCA learning", World Congress on Neural Networks, pp. 599-602, Sept. 1996 (author PDF)
190Jose 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, pp. 413-422, Sept. 1996 (author PDF)
191W. Lefebvre, J. Principe, "Competitive Discriminant Function Networks (CNFNs): A Novel Unsupervised Algorithm to Find Modal Boundaries", World Congress on Neural Networks, pp. 359-362, Sept. 1996 (author PDF)
192J. Principe, J-M. Kuo, B. de Vries (1993), "Backpropagation through time with fixed memory size reuirements", Intl. Work. on Neural Networks for Signal Processing, pp. 207-215, Sept. 1996 (author PDF)
193O. Schwartz, J. Harris, J. Principe, "Modelingthe Precedence Effect for Speech Using the Gamma Filter", Computational Neuroscience Meeting, pp. 819-826, July 1996 (author PDF)
194C. Wang, J-M. Kuo, J. Principe, "Using Anti-Hebbian Training to find Orthogonal Signals", World Congress on Neural Networks, pp. 540-543, July 1996 (author PDF)
195James Kuo, Jose C. Principe, "Speech Classification Using a Modified Focused Gamma Network", Intl. Conf. on Neural Networks, pp. 1877-1882, June 1996 (author PDF)
196Hui-Huang Hsu, L. Fu, Jose C. Principe, "Context analysis by the Gamma neural network", Intl. Conf. on Neural Networks, pp. 682-687, June 1996 (author PDF)
197Neil Euliano, Jose C. Principe, "Spatio-Temporal Self-Organizing Feature Maps", Intl. Conf. on Neural Networks, pp. 1900-1905, June 1996 (author PDF)
198Craig Fancourt, Jose C. Principe, "A Neighborhood Map of Competing one step Predictors for Piecewise Segmentation, Identification of Time Series", Intl. Conf. on Neural Networks, pp. 1906-1911, June 1996 (author PDF)
199Craig Fancourt, Jose C. Principe, "Temporal Self-Organization through Competitive Prediction", Yale Work. on Adaptive and Learning Systems, pp. 8-12, June 1996 (author PDF)
200H-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, pp. 163-170, June 1996 (author PDF)
201C. 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, pp. 407-411, June 1996 (author PDF)
202Jui-Kuo Juan, John Harris, Jose C. Principe, "Analog VLSI implementations of continuous time memory structures", IEEE Intl. Symposium on Circuits and Systems, pp. 338-340, May 1996 (author PDF)
203J. Richards, M. Webster, J. Principe (1990), "A Gradient-Based Variable Step-Size LMS Algorithm", IEEE SoutheastCon, pp. 1083-1087, Apr. 1996 (author PDF)
204A. Barreto, J. Principe, S. Reid (1990), "Multidimensional Filtering of the Electrocorticogram (ECoG) for Epileptic Focus Localization", IEEE SoutheastCon, pp. 1116-1120, Apr. 1996 (author PDF)
205Chuan Wang, L. Yen, Jose C. Principe, "Detection of random vectors using an unsupervised neural network", Proc. of SPIE, pp. 523-532, Mar. 1996 (author PDF)
206Chuan Wang, Hsiao-Chun Wu, Jose C. Principe, "A cost function for robust estimation of PCA", Proc. of SPIE, pp. 120-127, Mar. 1996 (author PDF)
207John Fisher, Jose C. Principe, "Unsupervised Learning for Nonlinear Synthetic Discriminant Functions", Proc. of SPIE, pp. 2-13, Mar. 1996 (author PDF)
208Jose C. Principe, James Kuo, "Dynamic Modeling of Chaotic Time Series with Neural Networks", Neural Information Processing Systems, pp. 311-318, Oct. 1995 (author PDF)
209J. Lee, Jose C. Principe, D. Hanes, "Velocity measurements of granular flow with a Hopfield Network", Intl. Work. on Neural Networks for Signal Processing, pp. 380-387, Aug. 1995 (author PDF)
210Jose C. Principe, Ludong Wang, "Non-linear time series modeling with self-organizing feature maps", Intl. Work. on Neural Networks for Signal Processing, pp. 11-20, Aug. 1995 (author PDF)
211L. Iasemidis, K. Pappas, Jose C. Principe, C. Sackellares, "Measurement, quantification of Spatio-temporal Dynamics of Human Epileptic Seizures", Experimental Chaos Conf., pp. n/a-n/a, Aug. 1995 (author PDF)
212Samel Celebi, Jose C. Principe, "Magnitude spectral estimation via Poisson moments with application to speech recognition", Intl. Conf. on Acoustics, Speech, and Signal Processing, pp. 393-396, May 1995 (author PDF)
213Chuan Wang, James Kuo, Jose C. Principe, "A relation between Hebbian, MSE learning", Intl. Conf. on Acoustics, Speech, and Signal Processing, pp. 3363-3366, May 1995 (author PDF)
214John Fisher, Jose C. Principe, "Experimental results using a nonlinear extension of the MACE filter", Proc. of SPIE, pp. 1-12, Apr. 1995 (author PDF)
215Jose C. Principe, A. Radisavljevic, Munchurl Kim, John Fisher, M. Hyett, L. Novak, "Target pre-screening based on 2D gamma kernels", Proc. of SPIE, pp. 251-258, Apr. 1995 (author PDF)
216Jose C. Principe, Hui-Huang Hsu, James Kuo, "Analysis of short term neural memory structures for nonlinear prediction", Neural Information Processing Systems, pp. 1011-1018, Dec. 1994 (author PDF)
217Samel Celebi, Jose C. Principe, "Spectral Feature extraction using Poisson moments", Intl. Work. on Neural Networks for Signal Processing, pp. 155-162, Sept. 1994 (author PDF)
218James Kuo, Jose C. Principe, "Reconstructed dynamics and chaotic signal modeling", Intl. Work. on Neural Networks for Signal Processing, pp. 661-670, Sept. 1994 (author PDF)
219James Kuo, Jose C. Principe, "Learning to generate a sinewave with a recurrent two-neuron network", World Congress on Neural Networks, pp. 403-407, June 1994 (author PDF)
220Samel Celebi, Jose C. Principe, "Analysis of spectral feature extraction using the gamma filter", IEEE World Congress on Computational Intelligence, pp. 4497-4501, June 1994 (author PDF)
221Jose C. Principe, Mark Motter, "A gamma memory neural network for system identification", IEEE World Congress on Computational Intelligence, pp. 3232-3237, June 1994 (author PDF)
222Chuan Wang, Jose C. Principe, "A simplified statistical analysis of feedforward neural classifier", IEEE World Congress on Computational Intelligence, pp. 806-810, June 1994 (author PDF)
223M. Palkar, Jose C. Principe, "Echo cancellation with the gamma filter", Intl. Conf. on Acoustics, Speech, and Signal Processing, pp. 369-372, Apr. 1994 (author PDF)
224James Kuo, Samel Celebi, Jose C. Principe, "Adaptation of memory depth in the gamma filter", Intl. Conf. on Acoustics, Speech, and Signal Processing, pp. 373-376, Apr. 1994 (author PDF)
225Jose C. Principe, James Kuo, "Noise Reduction in state space using the focused gamma neural network", Intl. Conf. on Acoustics, Speech, and Signal Processing, pp. 533-536, Apr. 1994 (author PDF)
226Hui-Huang Hsu, L. Fu, Jose C. Principe, "A knowledge-based approach to supervised incremental learning", IEEE World Congress on Computational Intelligence, pp. 1793-1798, Apr. 1994 (author PDF)
227K. Gugel, Jose C. Principe, S. Venkumahanti, "Analysis of coarse parallel architectures for artificial neural processing", Intl. Work. on Neural Networks for Signal Processing, pp. 450-459, Sept. 1993 (author PDF)
228Jose C. Principe, James Kuo, "Backpropagation through time with fixed memory size requirements", Intl. Work. on Neural Networks for Signal Processing, pp. 207-215, Sept. 1993 (author PDF)
229W. Curt Lefebvre, Jose C. Principe, "Object oriented artificial neural network implementations", World Congress on Neural Networks, pp. 436-439, July 1993 (author PDF)
230K. Gugel, Jose C. Principe, S. Venkumahanti, "Analysis of coarse parallel architectures for artificial neural processing", World Congress on Artificial Neural Networks, pp. 787-790, July 1993 (author PDF)
231Jose C. Principe, Bert deVries, James Kuo, Pedro Guedes de Oliveira, "Modeling applications with the focused gamma net", Neural Information Processing Systems, pp. 143-150, Dec. 1992 (author PDF)
232Bert deVries, Jose C. Principe, "Short term memory structures for dynamic neural networks", Asilomar Conference on Signals, Systems and Computers, pp. 766-770, Oct. 1992 (author PDF)
233James Kuo, Jose C. Principe, Bert deVries, "Prediction of chaotic time series using recurrent neural networks", Intl. Work. on Neural Networks for Signal Processing, pp. 436-443, Aug. 1992 (author PDF)
234Tomas 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, pp. 503-510, Aug. 1992 (author PDF)
235Jose 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, pp. 244-248, Mar. 1992 (author PDF)
236Jose C. Principe, S. Reid, "Analysis, visualization of the EEG in phase space", Intl. Conf. on Engineering in Medicine and Biology, pp. 1404-1405, Nov. 1990 (author PDF)
237Jose C. Principe, S. Park, "An expert system architecture for abnormal EEG discrimination", Intl. Conf. on Engineering in Medicine and Biology, pp. 1376-1377, Nov. 1990 (author PDF)
238Jose C. Principe, T. Yoon, "Knowledge representation in machine tool supervision systems", IEEE Intl. Symposium on Intelligent Control, pp. 1106-1110, Sept. 1990 (author PDF)
239Bert deVries, Jose C. Principe, "The gamma model - a new neural model for temporal processing", Intl. Conf. on Engineering in Medicine and Biology, pp. 1439-1440, Feb. 1990 (author PDF)
240P. Lo, Jose C. Principe, "The effect of filtering in the EEG correlation dimension estimation: experimental results", Intl. Conf. on Engineering in Medicine and Biology, pp. 638-639, Nov. 1989 (author PDF)
241Fang-S. Yu, Jose C. Principe, S. Reid, "Display of EEG chaotic dynamics", Intl. Conf. on Engineering in Medicine and Biology, pp. 1928-1929, Nov. 1989 (author PDF)
242Jose C. Principe, T. Chang, S. Gala, Ana Maria Tome, "Information processing models for automatic sleep scoring", Intl. Conf. on Engineering in Medicine and Biology, pp. 1804-1805, Nov. 1989 (author PDF)
243R. Walters, Jose C. Principe, "Spike detection using a syntactic pattern recognition approach", Intl. Conf. on Engineering in Medicine and Biology, pp. 1810-1811, Nov. 1989 (author PDF)
244Jose C. Principe, S. Gala, T. Chang, "Sleep staging automation based on the theory of evidence", Intl. Conf. on Engineering in Medicine and Biology, pp. 2064-2066, May 1989 (author PDF)
245T. Chang, J. Smith, Jose C. Principe, "A layered model for the knowledge-based contextual interpretation of multi-channel EEG/EOG signals", IEEE SoutheastCon, pp. 239-243, Apr. 1988 (author PDF)
 

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