José C. Prı́ncipe

Research interests

Publications

• Man/machine interface based on the discharge timings of spinal motor neurons after targeted muscle reinnervation

  Nature Biomedical Engineering · 2017 · https://doi.org/10.1038/s41551-016-0025

• Generalized Correntropy for Robust Adaptive Filtering

  IEEE Transactions on Signal Processing · 2016 · 10.1109/tsp.2016.2539127

• Maximum correntropy Kalman filter

  Automatica · 2016 · 10.1016/j.automatica.2016.10.004

• Convergence of a Fixed-Point Algorithm under Maximum Correntropy Criterion

  IEEE Signal Processing Letters · 2015 · 10.1109/lsp.2015.2428713

• Steady-State Mean-Square Error Analysis for Adaptive Filtering under the Maximum Correntropy Criterion

  IEEE Signal Processing Letters · 2014 · 10.1109/lsp.2014.2319308

• Weighted-permutation entropy: A complexity measure for time series incorporating amplitude information

  Physical Review E · 2013 · 10.1103/physreve.87.022911

• Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE

  CiteSeer X (The Pennsylvania State University) · 2012

• Quantized Kernel Least Mean Square Algorithm

  IEEE Transactions on Neural Networks and Learning Systems · 2011 · 10.1109/tnnls.2011.2178446

• Kernel Adaptive Filtering: A Comprehensive Introduction

  CERN Document Server (European Organization for Nuclear Research) · 2010

• Kernel Adaptive Filtering

  · 2010 · 10.1002/9780470608593

• Advances in Neural Information Processing Systems 23 (NIPS 2010)

  · 2010

• Information Theoretic Learning: Renyi's Entropy and Kernel Perspectives

  · 2010 · 10.1007/978-1-4419-1570-2

• Adaptive and Learning Systems for Signal Processing, Communication, and Control

  · 2010 · 10.1002/9780470608593.scard

• Using Correntropy as a cost function in linear adaptive filters

  · 2009 · 10.1109/ijcnn.2009.5178823

• Information Theoretic Learning

  IGI Global eBooks · 2009 · 10.4018/978-1-59904-849-9.ch133

• The Kernel Least-Mean-Square Algorithm

  IEEE Transactions on Signal Processing · 2008 · 10.1109/tsp.2007.907881

• Correntropy: Properties and Applications in Non-Gaussian Signal Processing

  IEEE Transactions on Signal Processing · 2007 · 10.1109/tsp.2007.896065

• Analysis and Design of Echo State Networks

  Neural Computation · 2006 · 10.1162/neco.2007.19.1.111

• Generalized correlation function: definition, properties, and application to blind equalization

  IEEE Transactions on Signal Processing · 2006 · 10.1109/tsp.2006.872524

• Cortical Ensemble Adaptation to Represent Velocity of an Artificial Actuator Controlled by a Brain-Machine Interface

  Journal of Neuroscience · 2005 · 10.1523/jneurosci.4088-04.2005

• Adaptive epileptic seizure prediction system

  IEEE Transactions on Biomedical Engineering · 2003 · 10.1109/tbme.2003.810689

• An error-entropy minimization algorithm for supervised training of nonlinear adaptive systems

  IEEE Transactions on Signal Processing · 2002 · 10.1109/tsp.2002.1011217

• Information theoretic clustering

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2002 · 10.1109/34.982897

• Support vector machines for SAR automatic target recognition

  IEEE Transactions on Aerospace and Electronic Systems · 2001 · 10.1109/7.937475

• Neural and adaptive systems : fundamentals through simulations

  CERN Document Server (European Organization for Nuclear Research) · 2000

Current projects

No projects listed.