A recursive Renyi's entropy estimator. - Deniz Erdogmus; José C. Príncipe; Sung-Phil Kim; Justin C. Sanchez (NNSP, 2002)

Modified Kalman filter based method for training state-recurrent multilayer perceptrons. - Deniz Erdogmus; Justin C. Sanchez; José C. Príncipe (NNSP, 2002)

Input-output mapping performance of linear and nonlinear models for estimating hand trajectories from cortical neuronal firing patterns. - Justin C. Sanchez; Sung-Phil Kim; Deniz Erdogmus; Yadunandana N. Rao; José C. Príncipe; Johan Wessberg; Miguel A. L. Nicolelis (NNSP, 2002)

Modeling the relation from motor cortical neuronal firing to hand movements using competitive linear filters and a MLP. - Sung-Phil Kim; Justin C. Sanchez; Deniz Erdogmus; Yadunandana N. Rao; José C. Príncipe; Miguel A. L. Nicolelis (IJCNN, 2003)

Divide-and-conquer approach for brain machine interfaces: nonlinear mixture of competitive linear models. - Sung-Phil Kim; Justin C. Sanchez; Deniz Erdogmus; Yadunandana N. Rao; Johan Wessberg; José Carlos Príncipe; Miguel A. L. Nicolelis (Neural Networks, 2003)

Ascertaining the importance of neurons to develop better brain-machine interfaces. - Justin C. Sanchez; Jose M. Carmena; Mikhail A. Lebedev 001; Miguel A. L. Nicolelis; John G. Harris; José C. Príncipe (IEEE Trans. Biomed. Eng., 2004)

Learning mappings in brain machine interfaces with echo state networks. - Yadunandana N. Rao; Sung-Phil Kim; Justin C. Sanchez; Deniz Erdogmus; José C. Príncipe; Jose M. Carmena; Mikhail A. Lebedev 001; Miguel A. L. Nicolelis (ICASSP (5), 2005)

Determining Patterns in Neural Activity for Reaching Movements Using Nonnegative Matrix Factorization. - Sung-Phil Kim; Yadunandana N. Rao; Deniz Erdogmus; Justin C. Sanchez; Miguel A. L. Nicolelis; José C. Príncipe (EURASIP J. Adv. Signal Process., 2005)

Neural Signal Sampling via the Low Power Wireless Pico System. - Grzegorz Cieslewski; David Cheney; Karl S. Gugel; Justin C. Sanchez; José C. Príncipe (EMBC, 2006)

Improved Linear BMI Systems via Population Averaging. - Jack DiGiovanna; Justin C. Sanchez; José C. Príncipe (EMBC, 2006)

Gravity Transform for Input Conditioning in Brain Machine Interfaces. - António R. C. Paiva; José C. Príncipe; Justin C. Sanchez (EMBC, 2006)

Design and Fabrication of a Flexible Substrate Microelectrode Array for Brain Machine Interfaces. - Erin E. Patrick; Matthew Ordonez; Nicolas Alba; Justin C. Sanchez; Toshikazu Nishida (EMBC, 2006)

Analysis of Amplitude Modulated Control Features for ECoG Neuroprosthetics. - Justin C. Sanchez; Paul R. Carney; José C. Príncipe (EMBC, 2006)

Analysis of the Correlation between Local Field Potentials and Neuronal Firing Rate in the Motor Cortex. - Yiwen Wang 002; Justin C. Sanchez; José C. Príncipe; Jeremiah D. Mitzelfelt; Aysegul Gunduz (EMBC, 2006)

Spike Sorting Using non Parametric Clustering VIA Cauchy Schwartz PDF Divergence. - Sudhir Rao; Justin C. Sanchez; Seungju Han 001; José C. Príncipe (ICASSP (5), 2006)

A New Architecture for Deriving Dynamic Brain-Machine Interfaces. - José A. B. Fortes; Renato J. O. Figueiredo; Linda Hermer-Vazquez; José Carlos Príncipe; Justin C. Sanchez (International Conference on Computational Science (3), 2006)

Arm Motion Reconstruction via Feature Clustering in Joint Angle Space. - Jack DiGiovanna; Justin C. Sanchez; B. J. Fregly; José C. Príncipe (IJCNN, 2006)

Towards Real-Time Distributed Signal Modeling for Brain-Machine Interfaces. - Jack DiGiovanna; Loris Marchal; Prapaporn Rattanatamrong; Ming Zhao 002; Shalom Darmanjian; Babak Mahmoudi; Justin C. Sanchez; José C. Príncipe; Linda Hermer-Vazquez; Renato J. O. Figueiredo; José A. B. Fortes (International Conference on Computational Science (1), 2007)

Hierarchal Decomposition of Neural Data using Boosted Mixtures of Hidden Markov Chains and its application to a BMI. - Shalom Darmanjian; António R. C. Paiva; José C. Príncipe; Justin C. Sanchez (IJCNN, 2007)

An Associative Memory Readout in ESN for Neural Action Potential Detection. - Nicolas J. Dedual; Mustafa C. Ozturk; Justin C. Sanchez; José C. Príncipe (IJCNN, 2007)

A Monte Carlo Sequential Estimation of Point Process Optimum Filtering for Brain Machine Interfaces. - Yiwen Wang 002; António R. C. Paiva; José C. Príncipe; Justin C. Sanchez (IJCNN, 2007)

Florida Wireless Implantable Recording Electrodes (FWIRE) for Brain Machine Interfaces. - Rizwan Bashirullah; John G. Harris; Justin C. Sanchez; Toshikazu Nishida; José Carlos Príncipe (ISCAS, 2007)

Self-organizing maps with dynamic learning for signal reconstruction. - Jeongho Cho; António R. C. Paiva; Sung-Phil Kim; Justin C. Sanchez; José Carlos Príncipe (Neural Networks, 2007)

Real time input subset selection for linear time-variant MIMO systems. - Sung-Phil Kim; Justin C. Sanchez; José Carlos Príncipe (Optim. Methods Softw., 2007)

Brain-Machine Interface Engineering - Justin C. Sanchez; José Carlos Príncipe (Morgan & Claypool Publishers, 2007)

Pulse-based signal compression for implanted neural recording systems. - John G. Harris; José C. Príncipe; Justin C. Sanchez; Du Chen; Christy She (ISCAS, 2008)

Technology and Signal Processing for Brain-Machine Interfaces. - Justin C. Sanchez; José C. Príncipe; Toshikazu Nishida; Rizwan Bashirullah; John G. Harris; José A. B. Fortes (IEEE Signal Process. Mag., 2008)

Development of Symbiotic Brain-Machine Interfaces Using a Neurophysiology Cyberworkstation. - Justin C. Sanchez; Renato J. O. Figueiredo; José A. B. Fortes; José Carlos Príncipe (HCI (2), 2009)

Selecting neural subsets for kinematics decoding by information theoretical analysis in motor Brain Machine Interfaces. - Yiwen Wang 002; Justin C. Sanchez; José Carlos Príncipe (IJCNN, 2009)

A Biphasic Integrate-and-fire System. - Sheng-Feng Yen; Jie Xu 035; Manu Rastogi; John G. Harris; José Carlos Príncipe; Justin C. Sanchez (ISCAS, 2009)

Prerequesites for Symbiotic Brain-Machine Interfaces. - Justin C. Sanchez; José Carlos Príncipe (SMC, 2009)

Sequential Monte Carlo Point-Process Estimation of Kinematics from Neural Spiking Activity for Brain-Machine Interfaces. - Yiwen Wang 002; António R. C. Paiva; José C. Príncipe; Justin C. Sanchez (Neural Comput., 2009)

Mapping broadband electrocorticographic recordings to two-dimensional hand trajectories in humans: Motor control features. - Aysegul Gunduz; Justin C. Sanchez; Paul R. Carney; José C. Príncipe (Neural Networks, 2009)

Exploiting co-adaptation for the design of symbiotic neuroprosthetic assistants. - Justin C. Sanchez; Babak Mahmoudi; Jack DiGiovanna; José C. Príncipe (Neural Networks, 2009)

Ascertaining neuron importance by information theoretical analysis in motor Brain-Machine Interfaces. - Yiwen Wang 002; José C. Príncipe; Justin C. Sanchez (Neural Networks, 2009)

Coadaptive Brain-Machine Interface via Reinforcement Learning. - Jack DiGiovanna; Babak Mahmoudi; José A. B. Fortes; José C. Príncipe; Justin C. Sanchez (IEEE Trans. Biomed. Eng., 2009)

Reinforcement learning via kernel temporal difference. - Jihye Bae; Pratik Chhatbar; Joseph T. Francis; Justin C. Sanchez; José C. Príncipe (EMBC, 2011)

Coupling biotic and abiotic metrics to create a testbed for predicting neural electrode performance. - Abhishek Prasad; Viswanath Sankar; Aubrey T. Dyer; Eric Knott; Qing-Shan Xue; Toshikazu Nishida; John R. Reynolds; Gerry Shaw; Wolfgang Streit; Justin C. Sanchez (EMBC, 2011)

Stochastic kernel temporal difference for reinforcement learning. - Jihye Bae; Luis G. Sánchez Giraldo; Pratik Chhatbar; Joseph T. Francis; Justin C. Sanchez; José C. Príncipe (MLSP, 2011)

Efficient temporal decomposition of local field potentials. - Austin J. Brockmeier; José C. Príncipe; Babak Mahmoudi; Justin C. Sanchez (MLSP, 2011)

An adaptive decoder from spike trains to micro-stimulation using kernel least-mean-squares (KLMS). - Lin Li 020; Il Memming Park; Sohan Seth; John S. Choi; Joseph T. Francis; Justin C. Sanchez; José C. Príncipe (MLSP, 2011)

Guest Editorial Special Issue on Brain-Machine Interface. - Mohamad Sawan; Pedram Mohseni; Paul Sajda; Justin C. Sanchez (IEEE J. Emerg. Sel. Topics Circuits Syst., 2011)

Decoding stimuli from multi-source neural responses. - Lin Li 020; John S. Choi; Joseph T. Francis; Justin C. Sanchez; José C. Príncipe (EMBC, 2012)

Brain-machine interface control of a robot arm using actor-critic rainforcement learning. - Eric A. Pohlmeyer; Babak Mahmoudi; Shijia Geng; Noeline W. Prins; Justin C. Sanchez (EMBC, 2012)

Comprehensive characterization of tungsten microwires in chronic neurocortical implants. - Abhishek Prasad; Qing-Shan Xue; Viswanath Sankar; Toshikazu Nishida; Gerry Shaw; Wolfgang Streit; Justin C. Sanchez (EMBC, 2012)

A new method of concurrently visualizing states, values, and actions in reinforcement based brain machine interfaces. - Jihye Bae; Luis Gonzalo Sánchez Giraldo; Eric A. Pohlmeyer; Justin C. Sanchez; José C. Príncipe (EMBC, 2013)

Feature extraction and unsupervised classification of neural population reward signals for reinforcement based BMI. - Noeline W. Prins; Shijia Geng; Eric A. Pohlmeyer; Babak Mahmoudi; Justin C. Sanchez (EMBC, 2013)

A Tensor-Product-Kernel Framework for Multiscale Neural Activity Decoding and Control. - Lin Li 020; Austin J. Brockmeier; John S. Choi; Joseph T. Francis; Justin C. Sanchez; José C. Príncipe (Comput. Intell. Neurosci., 2014)

Kernel Temporal Differences for Neural Decoding. - Jihye Bae; Luis G. Sánchez Giraldo; Eric A. Pohlmeyer; Joseph T. Francis; Justin C. Sanchez; José C. Príncipe (Comput. Intell. Neurosci., 2015)