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| Neural and adaptive systems: fundamentals through simulations with CD-ROM JC Principe, NR Euliano, WC Lefebvre John Wiley & Sons, Inc., 1999 | 2072 | 1999 |
| Information theoretic learning: Renyi's entropy and kernel perspectives JC Principe Springer Science & Business Media, 2010 | 1901 | 2010 |
| Correntropy: Properties and applications in non-Gaussian signal processing W Liu, PP Pokharel, JC Principe IEEE Transactions on signal processing 55 (11), 5286-5298, 2007 | 1664 | 2007 |
| Brain-computer interfaces: principles and practice EWW J Wolpaw | 1588* | 2012 |
| Cooperative diversity of spectrum sensing in cognitive radio networks D Duan, L Yang, JC Principe 2009 IEEE Wireless Communications and Networking Conference, 1-6, 2009 | 1089* | 2009 |
| Kernel adaptive filtering: a comprehensive introduction W Liu, JC Principe, S Haykin John Wiley & Sons, 2011 | 1002 | 2011 |
| Handbook of Neural Network Signal Processing Y Hu, H Jenq-neng CRC Press, 2001 | 767* | 2001 |
| HANDBOOK OF GLOBAL OPTIMIZATION Volume 2 P Pardalos, E Romeijn Kluwer, 2002 | 734* | 2002 |
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| Maximum correntropy Kalman filter B Chen, X Liu, H Zhao, JC Principe Automatica 76, 70-77, 2017 | 728 | 2017 |
| The kernel least-mean-square algorithm W Liu, PP Pokharel, JC Principe IEEE Transactions on signal processing 56 (2), 543-554, 2008 | 710 | 2008 |
| Generalized correntropy for robust adaptive filtering B Chen, L Xing, H Zhao, N Zheng, JC Prı IEEE Transactions on Signal Processing 64 (13), 3376-3387, 2016 | 636 | 2016 |
| Generalized correlation function: definition, properties, and application to blind equalization I Santamaría, PP Pokharel, JC Principe IEEE Transactions on Signal Processing 54 (6), 2187-2197, 2006 | 549 | 2006 |
| Adaptive epileptic seizure prediction system LD Iasemidis, DS Shiau, W Chaovalitwongse, JC Sackellares, ... IEEE transactions on biomedical engineering 50 (5), 616-627, 2003 | 547 | 2003 |
| The electrical engineering handbook WK Chen Academic press, 2004 | 462 | 2004 |
| Quantized kernel least mean square algorithm B Chen, S Zhao, P Zhu, JC Príncipe IEEE Transactions on Neural Networks and Learning Systems 23 (1), 22-32, 2011 | 450 | 2011 |
| Weighted-permutation entropy: A complexity measure for time series incorporating amplitude information B Fadlallah, B Chen, A Keil, J Príncipe Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 87 (2 …, 2013 | 432 | 2013 |
| Steady-state mean-square error analysis for adaptive filtering under the maximum correntropy criterion B Chen, L Xing, J Liang, N Zheng, JC Principe IEEE signal processing letters 21 (7), 880-884, 2014 | 424 | 2014 |
| An error-entropy minimization algorithm for supervised training of nonlinear adaptive systems D Erdogmus, JC Principe IEEE Transactions on Signal Processing 50 (7), 1780-1786, 2002 | 415 | 2002 |
