| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Eder Santana, Jose C. Principe, Ewaldo Santana, Allan Kardec Barros |
Extraction of signals with higher order temporal structure using Correntropy.  |
Signal Processing  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Alle-Jan van der Veen, Jose C. Principe |
"Trends" Expert Overview Sessions Revived at ICASSP 2011: Part 3 [In the Spotlight]. |
IEEE Signal Process. Mag. |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Badong Chen, Jose C. Principe, Jinchun Hu, Yu Zhu |
Stochastic Information Gradient Algorithm with Generalized Gaussian Distribution Model. |
Journal of Circuits, Systems, and Computers |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Hans G. Feichtinger, José C. Príncipe, José Luis Romero, Alexander Singh-Alvarado, Gino Angelo Velasco |
Approximate reconstruction of bandlimited functions for the integrate and fire sampler. |
Adv. Comput. Math. |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Genaro Daza-Santacoloma, Germán Castellanos-Domínguez, Jose C. Principe |
Locally linear embedding based on correntropy measure for visualization and classification. |
Neurocomputing |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | José C. Príncipe |
Advances in Brain Machine Interfaces. |
BIODEVICES |
2012 |
DBLP BibTeX RDF |
|
| 1 | José C. Príncipe |
Measure of Statistical Dependence. |
ICPRAM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Badong Chen, Songlin Zhao, Pingping Zhu, José Carlos Príncipe |
Quantized Kernel Least Mean Square Algorithm. |
IEEE Trans. Neural Netw. Learning Syst. |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Sohan Seth, José Carlos Príncipe |
Assessing Granger Non-Causality Using Nonparametric Measure of Conditional Independence. |
IEEE Trans. Neural Netw. Learning Syst. |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Badong Chen, Pingping Zhu, José Carlos Príncipe |
Survival Information Potential: A New Criterion for Adaptive System Training. |
IEEE Transactions on Signal Processing |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexander Singh-Alvarado, Choudur Lakshminarayan, José Carlos Príncipe |
Time-Based Compression and Classification of Heartbeats. |
IEEE Trans. Biomed. Engineering |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Abhishek Singh, José C. Príncipe |
Information theoretic learning with adaptive kernels. |
Signal Processing |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Murali Rao, Sohan Seth, Jian-Wu Xu, Yunmei Chen, Hemant Tagare, José C. Príncipe |
A test of independence based on a generalized correlation function. |
Signal Processing |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Alle-Jan van der Veen, José C. Príncipe |
"Trends" Expert Overview Sessions Revived at ICASSP 2011 [In the Spotlight]. |
IEEE Signal Process. Mag. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Alle-Jan van der Veen, Jose C. Principe |
"Trends" Expert Overview Sessions Revived at ICASSP 2011: Part 2. |
IEEE Signal Process. Mag. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Yili Xia, Beth Jelfs, Marc M. Van Hulle, José C. Príncipe, Danilo P. Mandic |
An Augmented Echo State Network for Nonlinear Adaptive Filtering of Complex Noncircular Signals. |
IEEE Transactions on Neural Networks |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Badong Chen, Yu Zhu, Jinchun Hu, José C. Príncipe |
Δ-Entropy: Definition, properties and applications in system identification with quantized data. |
Inf. Sci. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Sohan Seth, Murali Rao, Il Park 0002, José C. Príncipe |
A Unified Framework for Quadratic Measures of Independence. |
IEEE Transactions on Signal Processing |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | James Tory Cobb, Jose C. Principe |
Autocorrelation features for synthetic aperture sonar image seabed segmentation. |
SMC |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Verónica Bolón-Canedo, Sohan Seth, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Jose C. Principe |
Statistical dependence measure for feature selection in microarray datasets. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Thomas Villmann, José C. Príncipe, Andrzej Cichocki |
Information theory related learning. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Manu Rastogi, Alexander Singh-Alvarado, John G. Harris, Jose C. Principe |
Integrate and fire circuit as an ADC replacement. |
ISCAS |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexander Singh-Alvarado, Manu Rastogi, John G. Harris, Jose C. Principe |
The integrate-and-fire sampler: A special type of asynchronous Σ - Δ modulator. |
ISCAS |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Songlin Zhao, Badong Chen, Jose C. Principe |
Kernel adaptive filtering with maximum correntropy criterion. |
IJCNN |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Rakesh Chalasani, Jose C. Principe |
Sparse analog associative memory via L1-regularization and thresholding. |
IJCNN |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Pingping Zhu, Badong Chen, Jose C. Principe |
Extended Kalman filter using a kernel recursive least squares observer. |
IJCNN |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Goktug T. Cinar, Jose C. Principe |
Adaptive background estimation using an information theoretic cost for hidden state estimation. |
IJCNN |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Kittipat Kampa, Erion Hasanbelliu, Jose C. Principe |
Closed-form cauchy-schwarz PDF divergence for mixture of Gaussians. |
IJCNN |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Sohan Seth, Austin J. Brockmeier, John Choi, Mulugeta Semework, Joseph Francis, José C. Príncipe |
Evaluating dependence in spike train metric spaces. |
IJCNN |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Pablo Huijse, Pablo A. Estévez, Pablo Zegers, José Carlos Príncipe, Pavlos Protopapas |
Period Estimation in Astronomical Time Series Using Slotted Correntropy. |
IEEE Signal Process. Lett. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Pablo Huijse, Pablo A. Estévez, Pablo Zegers, José Carlos Príncipe, Pavlos Protopapas |
Period Estimation in Astronomical Time Series Using Slotted Correntropy |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Evan Kriminger, José Carlos Príncipe, Choudur Lakshminarayan |
Modified embedding for multi-regime detection in nonstationary streaming data. |
ICASSP |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexander Singh-Alvarado, José Carlos Príncipe |
From compressive to adaptive sampling of neural and ECG recordings. |
ICASSP |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Il Park 0002, Sohan Seth, Murali Rao, José Carlos Príncipe |
Estimation of symmetric chi-square divergence for point processes. |
ICASSP |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Luis Gonzalo Sánchez Giraldo, José Carlos Príncipe |
An efficient rank-deficient computation of the Principle of Relevant Information. |
ICASSP |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Sohan Seth, Austin J. Brockmeier, José Carlos Príncipe |
A metric approach toward point process divergence. |
ICASSP |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Songlin Zhao, José Carlos Príncipe |
A nonparametric information theoretic approach for change detection in time series. |
IJCNN |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Dongliang Duan, Fengzhong Qu, Liuqing Yang, Ananthram Swami, Jose C. Principe |
Modulation Selection from a Battery Power Efficiency Perspective. |
IEEE Transactions on Communications |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Dongliang Duan, Liuqing Yang, Jose C. Principe |
Cooperative diversity of spectrum sensing for cognitive radio systems. |
IEEE Transactions on Signal Processing |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Eder Santana, Jose C. Principe, Ewaldo Eder Santana, Raimundo Carlos Silvério Freire, Allan Kardec Barros |
Extraction of signals with specific temporal structure using kernel methods. |
IEEE Transactions on Signal Processing |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | António R. C. Paiva, Il Park 0002, José C. Príncipe |
A comparison of binless spike train measures. |
Neural Computing and Applications |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Abhishek Singh, Jose C. Principe |
A closed form recursive solution for Maximum Correntropy training. |
ICASSP |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Sohan Seth, Jose C. Principe |
A conditional distribution function based approach to design nonparametric tests of independence and conditional independence. |
ICASSP |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Abhishek Singh, Jose C. Principe |
Kernel width adaptation in information theoretic cost functions. |
ICASSP |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Steven Van Vaerenbergh, Ignacio Santamaría, Weifeng Liu, Jose C. Principe |
Fixed-budget kernel recursive least-squares. |
ICASSP |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Il Park 0002, Jose C. Principe |
Quantification of inter-trial non-stationarity in spike trains from periodically stimulated neural cultures. |
ICASSP |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Kittipat Kampa, Jose C. Principe, K. Clint Slatton |
Dynamic factor graphs: A novel framework for multiple features data fusion. |
ICASSP |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Erion Hasanbelliu, Luis Gonzalo Sánchez Giraldo, Jose C. Principe |
A Recursive Online Kernel PCA Algorithm. |
ICPR |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Sohan Seth, Jose C. Principe |
A Test of Granger Non-causality Based on Nonparametric Conditional Independence. |
ICPR |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Sohan Seth, Jose C. Principe |
Variable Selection: A Statistical Dependence Perspective. |
ICMLA |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Daesung Kang, Jooyoung Park, José C. Príncipe |
Binary classification based on SVDD projection and nearest neighbors. |
IJCNN |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Ricardo J. Bessa, Vladimiro Miranda, Jose C. Principe, Audun Botterud, Jun Wang |
Information theoretic learning applied to wind power modeling. |
IJCNN |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Pablo A. Estévez, Pablo Huijse, Pablo Zegers, José C. Príncipe, Pavlos Protopapas |
Period detection in light curves from astronomical objects using correntropy. |
IJCNN |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Abhishek Singh, Jose C. Principe |
A loss function for classification based on a robust similarity metric. |
IJCNN |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Rakesh Chalasani, Jose C. Principe |
Self organizing maps with the correntropy induced metric. |
IJCNN |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Robert Jenssen, José Carlos Príncipe |
Information theoretic clustering. |
Scholarpedia |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Diego Álvarez-Estévez, José Carlos Príncipe, Vicente Moret-Bonillo |
Neuro-Fuzzy Classification Using the Correntropy Criterion: Application to Sleep Depth Estimation. |
IC-AI |
2010 |
DBLP BibTeX RDF |
|
| 1 | Pablo A. Vera, Pablo A. Estévez, José Carlos Príncipe |
Linear Projection Method Based on Information Theoretic Learning. |
ICANN |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Diego Álvarez-Estévez, José Carlos Príncipe, Vicente Moret-Bonillo |
Information Theoretic fuzzy modeling for regression. |
FUZZ-IEEE |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Sohan Seth, Il Memming Park, Austin J. Brockmeier, Mulugeta Semework, John Choi, Joseph Francis, José Carlos Príncipe |
A novel family of non-parametric cumulative based divergences for point processes. |
NIPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Shalom Darmanjian, Jose C. Principe |
Spatial-Temporal Clustering of Neural Data Using Linked-Mixtures of Hidden Markov Models. |
EURASIP J. Adv. Sig. Proc. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Karim G. Oweiss, Jose C. Principe, Don H. Johnson |
Statistical Signal Processing in Neuroscience. |
EURASIP J. Adv. Sig. Proc. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Puskal P. Pokharel, Weifeng Liu, José C. Príncipe |
Kernel least mean square algorithm with constrained growth. |
Signal Processing |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Puskal P. Pokharel, Weifeng Liu, Jose C. Principe |
A low complexity robust detector in impulsive noise. |
Signal Processing |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Weifeng Liu, Il Park 0002, José C. Príncipe |
An Information Theoretic Approach of Designing Sparse Kernel Adaptive Filters. |
IEEE Transactions on Neural Networks |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Karl P. Dockendorf, Il Park 0002, Ping He, José C. Príncipe, Thomas B. DeMarse |
Liquid state machines and cultured cortical networks: The separation property. |
Biosystems |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Weifeng Liu, Il Park 0002, Yiwen Wang 0002, José C. Príncipe |
Extended kernel recursive least squares algorithm. |
IEEE Transactions on Signal Processing |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Aysegul Gunduz, Justin C. Sanchez, Paul R. Carney, Jose C. Principe |
Mapping broadband electrocorticographic recordings to two-dimensional hand trajectories in humans: Motor control features. |
Neural Networks |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Yiwen Wang 0002, Jose C. Principe, Justin C. Sanchez |
Ascertaining neuron importance by information theoretical analysis in motor Brain-Machine Interfaces. |
Neural Networks |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Justin C. Sanchez, Babak Mahmoudi, Jack DiGiovanna, Jose C. Principe |
Exploiting co-adaptation for the design of symbiotic neuroprosthetic assistants. |
Neural Networks |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | António R. C. Paiva, Il Park 0002, José C. Príncipe |
A Reproducing Kernel Hilbert Space Framework for Spike Train Signal Processing. |
Neural Computation |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Yiwen Wang 0002, António R. C. Paiva, José C. Príncipe, Justin C. Sanchez |
Sequential Monte Carlo Point-Process Estimation of Kinematics from Neural Spiking Activity for Brain-Machine Interfaces. |
Neural Computation |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Kyu-Hwa Jeong, Weifeng Liu, Seungju Han, Erion Hasanbelliu, Jose C. Principe |
The correntropy MACE filter. |
Pattern Recognition |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Shih Yu Chang, Hsiao-Chun Wu, Frank Neubrander, Jose C. Principe |
Theories, Analysis, and Bounds of the Finite-Support Approximation for the Inverses of Mixing-Phase FIR Systems. |
IEEE Trans. on Circuits and Systems |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Sudhir Rao, Allan de Medeiros Martins, José C. Príncipe |
Mean shift: An information theoretic perspective. |
Pattern Recognition Letters |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Sohan Seth, Il Park 0002, Jose C. Principe |
A new nonparametric measure of conditional independence. |
ICASSP |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Dongliang Duan, Liuqing Yang, Jose C. Principe |
Cooperative diversity of spectrum sensing in cognitive radio networks. |
WCNC |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Aysegul Gunduz, José Carlos Príncipe |
Correntropy as a novel measure for nonlinearity tests. |
Signal Processing |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Deniz Erdogmus, José Carlos Príncipe |
Information Theoretic Learning. |
Encyclopedia of Artificial Intelligence |
2009 |
DBLP BibTeX RDF |
|
| 1 | Shalom Darmanjian, José Carlos Príncipe |
Hierarchical clustering of neural data using Linked-Mixtures of Hidden Markov Models for Brain Machine Interfaces. |
ICASSP |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Justin C. Sanchez, José Carlos Príncipe |
Prerequesites for Symbiotic Brain-Machine Interfaces. |
SMC |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Erion Hasanbelliu, José Carlos Príncipe, K. Clint Slatton |
Correntropy Based Matched Filtering for Classification in Sidescan Sonar Imagery. |
SMC |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Dongliang Duan, Fengzhong Qu, Liuqing Yang, Ananthram Swami, José Carlos Príncipe |
Modulation selection from a battery power efficiency perspective: a case study of PPM and OOK. |
WCNC |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Justin C. Sanchez, Renato J. O. Figueiredo, José A. B. Fortes, José Carlos Príncipe |
Development of Symbiotic Brain-Machine Interfaces Using a Neurophysiology Cyberworkstation. |
HCI |
2009 |
DBLP DOI BibTeX RDF |
Co-Adaptive, Cyberworkstation, Brain-Machine Interface |
| 1 | José Carlos Príncipe, Risto Miikkulainen (eds.) |
Advances in Self-Organizing Maps, 7th International Workshop, WSOM 2009, St. Augustine, FL, USA, June 8-10, 2009. Proceedings |
WSOM |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Sheng-Feng Yen, Jie Xu, Manu Rastogi, John G. Harris, José Carlos Príncipe, Justin C. Sanchez |
A Biphasic Integrate-and-fire System. |
ISCAS |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Yiwen Wang 0002, Justin C. Sanchez, José Carlos Príncipe |
Selecting neural subsets for kinematics decoding by information theoretical analysis in motor Brain Machine Interfaces. |
IJCNN |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Sohan Seth, José Carlos Príncipe |
On speeding up computation in information theoretic learning. |
IJCNN |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Abhishek Singh, José Carlos Príncipe |
Using Correntropy as a cost function in linear adaptive filters. |
IJCNN |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Shalom Darmanjian, Jose C. Principe |
Boosted and Linked Mixtures of HMMs for Brain-Machine Interfaces. |
EURASIP J. Adv. Sig. Proc. |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Weifeng Liu, José C. Príncipe |
Kernel Affine Projection Algorithms. |
EURASIP J. Adv. Sig. Proc. |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Hsiao-Chun Wu, Yiyan Wu, Jose C. Principe, Xianbin Wang |
Robust switching blind equalizer for wireless cognitive receivers. |
IEEE Transactions on Wireless Communications |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Puskal P. Pokharel, Umut Ozertem, Deniz Erdogmus, Jose C. Principe |
Recursive complex BSS via generalized eigendecomposition and application in image rejection for BPSK. |
Signal Processing |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Weifeng Liu, Puskal P. Pokharel, Jose C. Principe |
The Kernel Least-Mean-Square Algorithm. |
IEEE Transactions on Signal Processing |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Jian-Wu Xu, Hovagim Bakardjian, Andrzej Cichocki, Jose C. Principe |
A new nonlinear similarity measure for multichannel signals. |
Neural Networks |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Kyu-Hwa Jeong, Jose C. Principe |
Enhancing the correntropy MACE filter with random projections. |
Neurocomputing |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Sohan Seth, Jose C. Principe |
Compressed signal reconstruction using the correntropy induced metric. |
ICASSP |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | António R. C. Paiva, Il Park 0002, Jose C. Principe |
Reproducing kernel Hilbert spaces for spike train analysis. |
ICASSP |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | John G. Harris, Jose C. Principe, Justin C. Sanchez, Du Chen, Christy She |
Pulse-based signal compression for implanted neural recording systems. |
ISCAS |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | John G. Harris, Jie Xu, Manu Rastogi, Alexander Singh-Alvarado, Vaibhav Garg, Jose C. Principe, Kalyana Vuppamandla |
Real time signal reconstruction from spikes on a digital signal processor. |
ISCAS |
2008 |
DBLP DOI BibTeX RDF |
|
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