| Neural and adaptive systems: fundamentals through simulations with CD-ROM JC Principe, NR Euliano, WC Lefebvre John Wiley & Sons, Inc., 1999 | 2019 | 1999 |
| 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 | 1425 | 2007 |
| Brain-computer interfaces: principles and practice EWW J Wolpaw | 1336* | 2012 |
| Information theoretic learning: Renyi's entropy and kernel perspectives JC Principe Springer Science & Business Media, 2010 | 1066 | 2010 |
| 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 | 1058* | 2009 |
| Kernel adaptive filtering: a comprehensive introduction JC Príncipe, W Liu, S Haykin John Wiley & Sons, 2011 | 881 | 2011 |
| Information theoretic learning JC Principe, D Xu, J Fisher, S Haykin Unsupervised adaptive filtering 1, 265-319, 2000 | 702 | 2000 |
| Handbook of Neural Network Signal Processing Y Hu, H Jenq-neng CRC Press, 2001 | 686 | 2001 |
| Support vector machines for SAR automatic target recognition Q Zhao, JC Principe IEEE Transactions on Aerospace and Electronic Systems 37 (2), 643-654, 2001 | 681 | 2001 |
| HANDBOOK OF GLOBAL OPTIMIZATION Volume 2 P Pardalos, E Romeijn Kluwer, 2002 | 664* | 2002 |
| The kernel least-mean-square algorithm W Liu, PP Pokharel, JC Principe IEEE Transactions on signal processing 56 (2), 543-554, 2008 | 638 | 2008 |
| Adaptive epileptic seizure prediction system LD Iasemidis, DS Shiau, W Chaovalitwongse, JC Sackellares, ... IEEE transactions on biomedical engineering 50 (5), 616-627, 2003 | 525 | 2003 |
| 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 | 495 | 2006 |
| Maximum correntropy Kalman filter B Chen, X Liu, H Zhao, JC Principe Automatica 76, 70-77, 2017 | 491 | 2017 |
| 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 | 485 | 2016 |
| 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 | 414 | 2011 |
| Information theoretic clustering E Gokcay, JC Principe IEEE transactions on pattern analysis and machine intelligence 24 (2), 158-171, 2002 | 389 | 2002 |
| 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 | 382 | 2002 |
| Cortical ensemble adaptation to represent velocity of an artificial actuator controlled by a brain-machine interface MA Lebedev, JM Carmena, JE O'Doherty, M Zacksenhouse, ... Journal of Neuroscience 25 (19), 4681-4693, 2005 | 380 | 2005 |
| The electrical engineering handbook WK Chen Academic press, 2004 | 375 | 2004 |
