| Publication | Date of Publication | Type |
|---|
| Kalman Filtering Under Information Theoretic Criteria | 2023-10-23 | Paper |
| Unsupervised foveal vision neural architecture with top-down attention | 2023-09-28 | Paper |
| Multiscale principle of relevant information for hyperspectral image classification | 2023-06-27 | Paper |
| Trading utility and uncertainty: applying the value of information to resolve the exploration-exploitation dilemma in reinforcement learning | 2022-10-28 | Paper |
| Augmented Space Linear Models | 2022-09-23 | Paper |
| Kernel Kalman Filtering With Conditional Embedding and Maximum Correntropy Criterion | 2021-08-26 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5008277 | 2021-08-26 | Paper |
| Toward a Kernel-Based Uncertainty Decomposition Framework for Data and Models | 2021-07-30 | Paper |
| Interpretable fault detection using projections of mutual information matrix | 2021-05-26 | Paper |
| On Kernel Method–Based Connectionist Models and Supervised Deep Learning Without Backpropagation | 2020-11-02 | Paper |
| Self-organised direction aware data partitioning algorithm | 2020-07-16 | Paper |
| Understanding autoencoders with information theoretic concepts | 2020-06-05 | Paper |
| Robust support vector machines based on the rescaled hinge loss function | 2020-01-27 | Paper |
| Neural Decoding with Kernel-Based Metric Learning | 2019-06-20 | Paper |
| Concept drift detection and adaptation with hierarchical hypothesis testing | 2019-04-18 | Paper |
| Kernel Risk-Sensitive Loss: Definition, Properties and Application to Robust Adaptive Filtering | 2019-02-08 | Paper |
| Transfer Learning in Adaptive Filters: The Nearest Instance Centroid-Estimation Kernel Least-Mean-Square Algorithm | 2019-02-08 | Paper |
| Generalized Correntropy for Robust<?Pub _newline ?>Adaptive Filtering | 2019-02-07 | Paper |
| Kernel Learning for Dynamic Texture Synthesis | 2019-02-04 | Paper |
| Learning Nonlinear Generative Models of Time Series With a Kalman Filter in RKHS | 2018-08-22 | Paper |
| Hierarchical linear dynamical systems for unsupervised musical note recognition | 2018-08-16 | Paper |
| A Unified Framework for Quadratic Measures of Independence | 2018-07-18 | Paper |
| An Information Theoretic Algorithm for Finding Periodicities in Stellar Light Curves | 2018-07-18 | Paper |
| Extended Kernel Recursive Least Squares Algorithm | 2018-07-09 | Paper |
| Cooperative Diversity of Spectrum Sensing for Cognitive Radio Systems | 2018-07-09 | Paper |
| Extraction of Signals With Specific Temporal Structure Using Kernel Methods | 2018-07-09 | Paper |
| Correntropy: Properties and Applications in Non-Gaussian Signal Processing | 2018-06-27 | Paper |
| The Kernel Least-Mean-Square Algorithm | 2018-06-27 | Paper |
| A Reproducing Kernel Hilbert Space Framework for Information-Theoretic Learning | 2018-06-27 | Paper |
| The Laplacian Classifier | 2018-06-12 | Paper |
| Experimental upper bound for the performance of convolutive source separation methods | 2017-10-30 | Paper |
| Generalized correlation function: definition, properties, and application to blind equalization | 2017-10-30 | Paper |
| Error whitening criterion for adaptive filtering: theory and algorithms | 2017-09-20 | Paper |
| Stochastic blind equalization based on PDF fitting using Parzen estimator | 2017-09-20 | Paper |
| Adaptive Blind Deconvolution of Linear Channels Using Renyi's Entropy with Parzen Window Estimation | 2017-09-08 | Paper |
| Measures of Entropy From Data Using Infinitely Divisible Kernels | 2017-04-28 | Paper |
| Maximum correntropy Kalman filter | 2017-01-11 | Paper |
| Proportionate minimum error entropy algorithm for sparse system identification | 2016-06-15 | Paper |
| A note on the W-S lower bound of the MEE estimation | 2016-06-15 | Paper |
| An extended result on the optimal estimation under the minimum error entropy criterion | 2016-06-15 | Paper |
| The C-loss function for pattern classification | 2015-12-08 | Paper |
| A novel nonparametric distance estimator for densities with error bounds | 2014-09-19 | Paper |
| Some further results on the minimum error entropy estimation | 2014-09-08 | Paper |
| On the smoothed minimum error entropy criterion | 2014-09-08 | Paper |
| On the optimization properties of the correntropic loss function in data analysis | 2014-04-30 | Paper |
| A new nonlinear similarity measure for multichannel signals | 2013-01-17 | Paper |
| A novel extended kernel recursive least squares algorithm | 2013-01-09 | Paper |
| Conditional Association | 2012-10-02 | Paper |
| Strictly Positive-Definite Spike Train Kernels for Point-Process Divergences | 2012-10-02 | Paper |
| Approximate reconstruction of bandlimited functions for the integrate and fire sampler | 2012-06-20 | Paper |
| \(\Delta \)-entropy: definition, properties and applications in system identification with quantized data | 2011-06-17 | Paper |
| A test of independence based on a generalized correlation function | 2010-12-29 | Paper |
| Information theoretic learning with adaptive kernels | 2010-12-29 | Paper |
| Spatial-temporal clustering of neural data using linked-mixtures of hidden Markov models | 2010-07-26 | Paper |
| Independent component analysis and blind source separation | 2010-05-19 | Paper |
| A unifying criterion for instantaneous blind source separation based on correntropy | 2010-05-19 | Paper |
| A minimum-error entropy criterion with self-adjusting step-size (MEE-SAS) | 2010-05-19 | Paper |
| Recursive complex BSS via generalized eigendecomposition and application in image rejection for BPSK | 2010-05-19 | Paper |
| Boosted and linked mixtures of HMMs for brain-machine interfaces | 2010-04-24 | Paper |
| Kernel affine projection algorithms | 2010-04-24 | Paper |
| A variational subgrid scale model for transient incompressible flows | 2010-04-15 | Paper |
| Information Theoretic Learning | 2010-03-10 | Paper |
| A low complexity robust detector in impulsive noise | 2009-10-26 | Paper |
| Sequential Monte Carlo Point-Process Estimation of Kinematics from Neural Spiking Activity for Brain-Machine Interfaces | 2009-10-12 | Paper |
| An analysis of entropy estimators for blind source separation | 2009-07-01 | Paper |
| Quantifying spatio-temporal dependencies in epileptic ECOG | 2009-05-18 | Paper |
| The correntropy MACE filter | 2009-04-03 | Paper |
| A Reproducing Kernel Hilbert Space Framework for Spike Train Signal Processing | 2009-03-03 | Paper |
| Correntropy as a novel measure for nonlinearity tests | 2009-01-20 | Paper |
| Kernel least mean square algorithm with constrained growth | 2009-01-09 | Paper |
| Information theoretic signal processing | 2008-11-25 | Paper |
| A mutual information extension to the matched filter | 2008-11-25 | Paper |
| Asymptotic SNR-performance of some image combination techniques for phased-array MRI | 2008-10-27 | Paper |
| Measuring the signal-to-noise ratio in magnetic resonance imaging: a caveat | 2008-10-27 | Paper |
| Multiplicative multifractal modeling and discrimination of human neuronal activity | 2008-08-20 | Paper |
| Real time input subset selection for linear time-variant MIMO systems | 2007-09-03 | Paper |
| Analysis and Design of Echo State Networks | 2007-08-31 | Paper |
| An associative memory readout for ESNs with applications to dynamical pattern recognition | 2007-07-11 | Paper |
| Self-organizing maps with dynamic learning for signal reconstruction | 2007-03-27 | Paper |
| Independent Component Analysis and Blind Signal Separation | 2007-02-12 | Paper |
| Independent Component Analysis and Blind Signal Separation | 2007-02-12 | Paper |
| Computation in a reduced KII network based on synchronization | 2007-02-09 | Paper |
| The Cauchy--Schwarz divergence and Parzen windowing: Connections to graph theory and Mercer kernels | 2007-01-09 | Paper |
| Information cut for clustering using a gradient descent approach | 2006-12-07 | Paper |
| Simulation of human speech production applied to the study and synthesis of European portuguese | 2006-09-13 | Paper |
| Determining patterns in neural activity for reaching movements using nonnegative matrix factorization | 2006-09-13 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5715482 | 2006-01-03 | Paper |
| Vector quantization using information theoretic concepts | 2005-12-08 | Paper |
| Lower and upper bounds for misclassification probability based on Renyi's information | 2005-08-25 | Paper |
| Fast RLS-like algorithm for generalized eigendecomposition and its applications | 2005-08-25 | Paper |
| Simultaneous principal-component extraction with application to adaptive blind multiuser detection | 2005-05-03 | Paper |
| Minimax Mutual Information Approach for Independent Component Analysis | 2005-01-04 | Paper |
| Non-Linear Dynamic Modelling with Neural Networks | 2004-09-22 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4444152 | 2004-01-27 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4432283 | 2003-12-16 | Paper |
| Detection of weak transitions in signal dynamics using recurrence time statistics | 2003-10-05 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4706525 | 2003-06-16 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4706633 | 2003-06-16 | Paper |
| Blind source separation using Renyi's \(\alpha\)-marginal entropies. | 2003-05-14 | Paper |
| Predictive multiple model switching control with the self‐organizing map | 2003-01-28 | Paper |
| Time series segmentation using a novel adaptive eigendecomposition algorithm | 2002-12-15 | Paper |
| Beyond second-order statistics for learning: a pairwise interaction model for entropy estima\-tion | 2002-08-20 | Paper |
| https://portal.mardi4nfdi.de/entity/Q2765757 | 2002-08-05 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4788640 | 2002-01-01 | Paper |
| Learning from examples with information theoretic criteria | 2001-02-28 | Paper |
| PREDICTION OF CHAOTIC TIME SERIES WITH NEURAL NETWORKS AND THE ISSUE OF DYNAMIC MODELING | 1998-11-10 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4368367 | 1998-01-07 | Paper |
| The gamma-filter-a new class of adaptive IIR filters with restricted feedback | 1993-05-16 | Paper |
