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- Supervised Synaptic Weight Adaptation for a Spiking Neuron Bryan A. Davis, Deniz Erdogmus, Yadunandana N. Rao, Jose C. Principe
- Temporal Decorrelation Using Teacher Forcing Anti-Hebbian Learning and Its Application In Adaptive Blind Source Separation
- Novel Quadratic Gaussianity Measures and their Application in Blind Source Separation/Extraction
- Abstract--A recurrence time statistics T1 is defined and used as a feature extraction method for seizure detection. The
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- CORRENTROPY BASED GRANGER CAUSALITY Il Park, Jose C. Principe
- Recursive Least Squares for an Entropy Regularized MSE Cost Function
- EURASIP Journal on Applied Signal Processing 2004:13, 20342041 c 2004 Hindawi Publishing Corporation
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- A NEURAL NETWORK PERSPECTIVE TO EXTENDED LUENBERGER OBSERVERS
- Abstract--The exact spatio-temporal changes leading to epileptic seizures, although widely studied, are not well
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- IEEE TRANSACTIONS ON NEURAL NETWORKS, VOL. 17, NO. 2, MARCH 2006 445 Modeling and Inverse Controller Design for an
- Simulation of the Freeman Model of the Olfactory Cortex: A Quantitative Performance Analysis for the DSP Approach
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- A HYBRID SUBSPACE PROJECTION METHOD FOR SYSTEM IDENTIFICATION
- FROM CORTICAL NEURAL SPIKE TRAINS TO BEHAVIOR: MODELING AND JUSTIN CORT SANCHEZ
- Journal of VLSI Signal Processing 37, 333344, 2004 c 2004 Kluwer Academic Publishers. Manufactured in The Netherlands.
- Dynamic Modelling of Chaotic Time Series with Neural Networks
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- AN INFORMATION-THEORETIC PERSPECTIVE FOR LEARNING SYSTEMS WITH ENGINEERING APPLICATIONS
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- January 13, 1995 GeneralizedFeedforward
- Clint Slatton Dept. of Electrical and Computer Engineering Assistant Professor Dept. of Civil and Coastal Engineering
- MULTIRESOLUTION USING PRINCIPAL COMPONENT ANALYSIS Vic Brennan and Jose Principe
- A DSP-BASED COMPUTATIONAL ENGINE FOR A BRAIN-MACHINE INTERFACE
- 2003 IEEE Xm Workshop on Neural Networksfor Signal Processing
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- Abstract--This paper introduces a new approach to the problem of single-trial event-related potentials (ERP)
- Spatio-Temporal Clustering of Firing Rates for Neural State Estimation Austin J. Brockmeier, Student Member, IEEE, Il Park, Babak Mahmoudi, Student Member, IEEE,
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- Arm Motion Reconstruction via Feature Clustering in Joint Angle Jack DiGiovanna, Student Member, IEEE, Justin C. Sanchez, Member, IEEE, B.J. Fregly, and Jose C.
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- MIXTURE OF COMPETITIVE LINEAR MODELS FOR PHASED-ARRAY MAGNETIC RESONANCE IMAGING
- ROBUST BLIND SIMO CHANNEL ESTIMATION USING ADATRON Dongho Han, Jose C. Principe, Liuqing Yang
- Modeling Time Dependencies in the Mixture of Experts Craig L. Fancourt and Jose C. Principe
- SOM-BASED SIMILARITY INDEX MEASURE: QUANTIFYING INTERACTIONS BETWEEN
- Abstract--Signal processing in the complex domain is an essential part of signal processing particularly in digital
- BANDWIDTH EXTENSION OF TELEPHONE SPEECH USING FRAME-BASED EXCITATION AND ROBUST FEATURES
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- JOURNAL OF AIRCRAFT Vol. 42, No. 6, NovemberDecember 2005
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- FOCUS OF ATTENTION FOR MILLIMETER AND ULTRA WIDEBAND SYNTHETIC APERTURE RADAR IMAGERY
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- ECHO CANCELLATION BY GLOBAL OPTIMIZATION OF KAUTZ FILTERS USING AN INFORMATION THEORETIC CRITERION
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- Physics Letters A 317 (2003) 6472 www.elsevier.com/locate/pla
- Detection of Random Vectors Using an Unsupervised Neural Network
- WOW: Self-Organizing Wide Area Overlay Networks of Virtual Workstations
- Two self-organizing principles for the competitive identifi-cation and segmentation of piecewise stationary time
- DESIGN AND ANALYSIS OF GENERATIVE MODELS BRAIN MACHINE INTERFACES
- A NEUROMORPHIC MICROPHONE FOR SOUND LOCALIZATION CHIANG-JUNG PU
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- A UNIFIED SUPERRESOLUTION APPROACH FOR OPTICAL AND SYNTHETIC APERTURE RADAR IMAGES
- INFORMATION THEORETIC MEAN SHIFT ALGORITHM Sudhir Rao, Weifeng Liu, Jose C. Principe
- A Comparison between Nonlinear Mappings and Linear State Estimation to Model the Relation from
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- Modeling Applications with the Focused Gamma Net Jose C. Principe, Bert de Vries, Jyh-Ming Kuo and Pedro Guedes de Oliveira*
- Correntropy as a Novel Measure for Nonlinearity Tests Aysegul Gunduz, Anant Hegde, and Jose C. Principe
- LETTER Communicated by Emery Brown Sequential Monte Carlo Point-Process Estimation
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- To be published in the Proceedings of the IEEE, January 2000 Innovating Adaptive and Neural Systems Instruction with
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- Abstract--Previous decoding approaches assume stationarity of the functional relationship between the neural activity and
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- AN RLS TYPE ALGORITHM FOR GENERALIZED EIGENDECOMPOSITION
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- MINIMIZING FISHER INFORMATION OF THE ERROR IN SUPERVISED ADAPTIVE FILTER TRAINING
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- UNDERDETERMINED BLIND SOURCE SEPARATION USING A PROBABILISTIC SOURCE SPARSITY MODEL
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- MINIMIZING BER IN DFE'S WITH THE ADATRON ALGORITHM
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- OPTIMIZATION IN COMPANION SEARCH SPACES: THE CASE OF CROSS-ENTROPY AND THE LEVENBERG-MARQUARDTALGORITHM
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- Training MLPs Layer-by-Layer with the Information Potential Dongxin Xu, Jose C. Principe
- A Spatio-Temporal Memory Based on SOMs with Activity Diffusion Neil R. Eulianoa
- Support Vector Machines For Synthetic Aperture Radar Automatic Target Recognition
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- A Novel ATR Classifier Exploiting Pose Information Jose C. Principe, Qun Zhao, Dongxin Xu
- Teaching Adaptive Systems with an Interactive, Electronic Book
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- A Neural Network Environment for Adaptive Inverse Control Helder J. Cochofel, B.Sc. Dan Wooten, M.Sc. Jose Principe, Ph.D.
- Pose Estimation in SAR using an Information Theoretic Criterion Jose C. Principe 1 CNEL, University of Florida
- Learning From Examples with Quadratic Mutual Information
- BLIND SOURCE SEPARATION BY LOCAL INTERACTION OF OUTPUT SIGNALS John W. Fisher III Jos C. Principe
- A Unifying Criterion for Blind Source Separation and Decorrelation: Simultaneous Diagonalization
- Entropy Manipulation of Arbitrary Nonlinear Mappings
- To Appear in Proc. ICNN 1997 A Neural Implementation of Interpolation with a Family of Kernels
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- A Neighborhood Map of Competing One Step Predictors for Piecewise Segmentation and Identification of Time Series
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- Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. Reproduced with permission of the copyright owner. Further reproduction prohibited without permission.
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- ACKNOWLEDGEMENTS I would like to thank Dr. Jose C. Principe, my major advisor, for his guidance,
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- Direct Adaptive Control: An Echo State Network and Genetic Algorithm Approach
- Abstract--Pathological manifestations of epilepsy are generally associated with a set of clinical events that
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