| 2016 | ISCAS | A reconfigurable parallel FPGA accelerator for the adapt-then-combine diffusion LMS algorithm. | Qihang Yu, Yongqiang Ma, Badong Chen, Jos Carlos Prncipe, Nanning Zheng, Pengju Ren |
| 2014 | ICASSP | Functional relevant multichannel kernel adaptive filter for human activity analysis. | Andrs Marino lvarez-Meza, Germn Castellanos-Domnguez, Jos Carlos Prncipe |
| 2011 | ICASSP | An efficient rank-deficient computation of the Principle of Relevant Information. | Luis Gonzalo Snchez Giraldo, Jos Carlos Prncipe |
| 2011 | ICASSP | Modified embedding for multi-regime detection in nonstationary streaming data. | Evan Kriminger, Jos Carlos Prncipe, Choudur Lakshminarayan |
| 2011 | ICASSP | Estimation of symmetric chi-square divergence for point processes. | Il Park, Sohan Seth, Murali Rao, Jos Carlos Prncipe |
| 2011 | ICASSP | A metric approach toward point process divergence. | Sohan Seth, Austin J. Brockmeier, Jos Carlos Prncipe |
| 2011 | ICASSP | From compressive to adaptive sampling of neural and ECG recordings. | Alexander Singh-Alvarado, Jos Carlos Prncipe |
| 2011 | IJCNN | A nonparametric information theoretic approach for change detection in time series. | Songlin Zhao, Jos Carlos Prncipe |
| 2010 | ICANN | Linear Projection Method Based on Information Theoretic Learning. | Pablo A. Vera, Pablo A. Estvez, Jos Carlos Prncipe |
| 2009 | HCI | Development of Symbiotic Brain-Machine Interfaces Using a Neurophysiology Cyberworkstation. | Justin C. Sanchez, Renato J. O. Figueiredo, Jos A. B. Fortes, Jos Carlos Prncipe |
| 2009 | ICASSP | Hierarchical clustering of neural data using Linked-Mixtures of Hidden Markov Models for Brain Machine Interfaces. | Shalom Darmanjian, Jos Carlos Prncipe |
| 2009 | IJCNN | On speeding up computation in information theoretic learning. | Sohan Seth, Jos Carlos Prncipe |
| 2009 | IJCNN | Using Correntropy as a cost function in linear adaptive filters. | Abhishek Singh, Jos Carlos Prncipe |
| 2009 | IJCNN | Selecting neural subsets for kinematics decoding by information theoretical analysis in motor Brain Machine Interfaces. | Yiwen Wang, Justin C. Sanchez, Jos Carlos Prncipe |
| 2009 | ISCAS | A Biphasic Integrate-and-fire System. | Sheng-Feng Yen, Jie Xu, Manu Rastogi, John G. Harris, Jos Carlos Prncipe, Justin C. Sanchez |
| 2009 | SMC | Correntropy Based Matched Filtering for Classification in Sidescan Sonar Imagery. | Erion Hasanbelliu, Jos Carlos Prncipe, K. Clint Slatton |
| 2009 | SMC | Prerequesites for Symbiotic Brain-Machine Interfaces. | Justin C. Sanchez, Jos Carlos Prncipe |
| 2009 | WCNC | Modulation selection from a battery power efficiency perspective: a case study of PPM and OOK. | Dongliang Duan, Fengzhong Qu, Liuqing Yang, Ananthram Swami, Jos Carlos Prncipe |
| 2008 | ICASSP | Correntropy based Granger causality. | Il Park, Jos Carlos Prncipe |
| 2007 | IJCNN | Information Theoretic Vector Quantization with Fixed Point Updates. | Sudhir Rao, Seungju Han, Jos Carlos Prncipe |
| 2007 | ISCAS | Florida Wireless Implantable Recording Electrodes (FWIRE) for Brain Machine Interfaces. | Rizwan Bashirullah, John G. Harris, Justin C. Sanchez, Toshikazu Nishida, Jos Carlos Prncipe |
| 2006 | ICCS | A New Architecture for Deriving Dynamic Brain-Machine Interfaces. | Jos A. B. Fortes, Renato J. O. Figueiredo, Linda Hermer-Vazquez, Jos Carlos Prncipe, Justin C. Sanchez |
| 2006 | ISCAS | Asynchronous biphasic pulse signal coding and its CMOS realization. | Du Chen, Yuan Li, Dongming Xu, John G. Harris, Jos Carlos Prncipe |
| 2006 | ISCAS | A low power battery management system for rechargeable wireless implantable electronics. | Pengfei Li, Rizwan Bashirullah, Jos Carlos Prncipe |
| 2004 | ISCAS | Logic computation using coupled neural oscillators. | Dongming Xu, Jos Carlos Prncipe, John G. Harris |
| 2003 | ESANN | Recursive Least Squares for an Entropy Regularized MSE Cost Function. | Deniz Erdogmus, Yadunandana N. Rao, Jos Carlos Prncipe, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
| 2003 | ESANN | Accelerating the convergence speed of neural networks learning methods using least squares. | Oscar Fontenla-Romero, Deniz Erdogmus, Jos Carlos Prncipe, Amparo Alonso-Betanzos, Enrique F. Castillo |
| 2003 | ICANN | Linear Least-Squares Based Methods for Neural Networks Learning. | Oscar Fontenla-Romero, Deniz Erdogmus, Jos Carlos Prncipe, Amparo Alonso-Betanzos, Enrique F. Castillo |
| 2003 | ISCAS | Design of a reduced KII set and network in analog VLSI. | Dongming Xu, Liping Deng, John G. Harris, Jos Carlos Prncipe |
| 2002 | ICANN | Potential Energy and Particle Interaction Approach for Learning in Adaptive Systems. | Deniz Erdogmus, Jos Carlos Prncipe, Luis Vielva, David Luengo |
| 2002 | ICANN | Local Modeling Using Self-Organizing Maps and Single Layer Neural Networks. | Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Enrique F. Castillo, Jos Carlos Prncipe, Bertha Guijarro-Berdias |
| 1999 | Interspeech | Effects of source-tract interaction in perception of nasality. | Antnio J. S. Teixeira, Francisco A. C. Vaz, Jos Carlos Prncipe |
| 1997 | Interspeech | A software tool to study portuguese vowels. | Antnio J. S. Teixeira, Francisco A. C. Vaz, Jos Carlos Prncipe |
| 1995 | ICASSP | A relation between Hebbian and MSE learning. | Chuan Wang, Jyh-Ming Kuo, Jos Carlos Prncipe |
| 1994 | ICASSP | Noise reduction in state space using the focused gamma neural network. | Jos Carlos Prncipe, Jyh-Ming Kuo |
| 1990 | IJCNN | Chaotic dynamics of time-delay neural networks. | Jos Carlos Prncipe, P.-C. Lo |