Justin C. Sanchez

Publication Activity (10 Years)

Years Active: 2002-2015
Publications (10 Years): 0

Top Topics

Temporal Difference

Feature Extraction

Top Venues

Comput. Intell. Neurosci.

Publications

Jihye Bae, Luis G. Sánchez Giraldo, Eric A. Pohlmeyer, Joseph T. Francis, Justin C. Sanchez, José C. Príncipe
Kernel Temporal Differences for Neural Decoding. Comput. Intell. Neurosci. 2015 (2015)
Lin Li, Austin J. Brockmeier, John S. Choi, Joseph T. Francis, Justin C. Sanchez, José C. Príncipe
A Tensor-Product-Kernel Framework for Multiscale Neural Activity Decoding and Control. Comput. Intell. Neurosci. 2014 (2014)
Jihye Bae, Luis Gonzalo Sánchez Giraldo, Eric A. Pohlmeyer, Justin C. Sanchez, José C. Príncipe
A new method of concurrently visualizing states, values, and actions in reinforcement based brain machine interfaces. EMBC (2013)
Noeline W. Prins, Shijia Geng, Eric A. Pohlmeyer, Babak Mahmoudi, Justin C. Sanchez
Feature extraction and unsupervised classification of neural population reward signals for reinforcement based BMI. EMBC (2013)
Abhishek Prasad, Qing-Shan Xue, Viswanath Sankar, Toshikazu Nishida, Gerry Shaw, Wolfgang Streit, Justin C. Sanchez
Comprehensive characterization of tungsten microwires in chronic neurocortical implants. EMBC (2012)
Eric A. Pohlmeyer, Babak Mahmoudi, Shijia Geng, Noeline W. Prins, Justin C. Sanchez
Brain-machine interface control of a robot arm using actor-critic rainforcement learning. EMBC (2012)
Lin Li, John S. Choi, Joseph T. Francis, Justin C. Sanchez, José C. Príncipe
Decoding stimuli from multi-source neural responses. EMBC (2012)
Jihye Bae, Pratik Chhatbar, Joseph T. Francis, Justin C. Sanchez, José C. Príncipe
Reinforcement learning via kernel temporal difference. EMBC (2011)
Mohamad Sawan, Pedram Mohseni, Paul Sajda, Justin C. Sanchez
Guest Editorial Special Issue on Brain-Machine Interface. IEEE J. Emerg. Sel. Topics Circuits Syst. 1 (4) (2011)
Jihye Bae, Luis G. Sánchez Giraldo, Pratik Chhatbar, Joseph T. Francis, Justin C. Sanchez, José C. Príncipe
Stochastic kernel temporal difference for reinforcement learning. MLSP (2011)
Lin Li, Il Memming Park, Sohan Seth, John S. Choi, Joseph T. Francis, Justin C. Sanchez, José C. Príncipe
An adaptive decoder from spike trains to micro-stimulation using kernel least-mean-squares (KLMS). MLSP (2011)
Austin J. Brockmeier, José C. Príncipe, Babak Mahmoudi, Justin C. Sanchez
Efficient temporal decomposition of local field potentials. MLSP (2011)
Abhishek Prasad, Viswanath Sankar, Aubrey T. Dyer, Eric Knott, Qing-Shan Xue, Toshikazu Nishida, John R. Reynolds, Gerry Shaw, Wolfgang Streit, Justin C. Sanchez
Coupling biotic and abiotic metrics to create a testbed for predicting neural electrode performance. EMBC (2011)
Aysegul Gunduz, Justin C. Sanchez, Paul R. Carney, José C. Príncipe
Mapping broadband electrocorticographic recordings to two-dimensional hand trajectories in humans: Motor control features. Neural Networks 22 (9) (2009)
Justin C. Sanchez, José Carlos Príncipe
Prerequesites for Symbiotic Brain-Machine Interfaces. SMC (2009)
Justin C. Sanchez, Renato J. O. Figueiredo, José A. B. Fortes, José Carlos Príncipe
Development of Symbiotic Brain-Machine Interfaces Using a Neurophysiology Cyberworkstation. HCI (2) (2009)
Yiwen Wang, José C. Príncipe, Justin C. Sanchez
Ascertaining neuron importance by information theoretical analysis in motor Brain-Machine Interfaces. Neural Networks 22 (5-6) (2009)
Justin C. Sanchez, Babak Mahmoudi, Jack DiGiovanna, José C. Príncipe
Exploiting co-adaptation for the design of symbiotic neuroprosthetic assistants. Neural Networks 22 (3) (2009)
Yiwen Wang, Justin C. Sanchez, José Carlos Príncipe
Selecting neural subsets for kinematics decoding by information theoretical analysis in motor Brain Machine Interfaces. IJCNN (2009)
Yiwen Wang, António R. C. Paiva, José C. Príncipe, Justin C. Sanchez
Sequential Monte Carlo Point-Process Estimation of Kinematics from Neural Spiking Activity for Brain-Machine Interfaces. Neural Comput. 21 (10) (2009)
Sheng-Feng Yen, Jie Xu, Manu Rastogi, John G. Harris, José Carlos Príncipe, Justin C. Sanchez
A Biphasic Integrate-and-fire System. ISCAS (2009)
Jack DiGiovanna, Babak Mahmoudi, José A. B. Fortes, José C. Príncipe, Justin C. Sanchez
Coadaptive Brain-Machine Interface via Reinforcement Learning. IEEE Trans. Biomed. Eng. 56 (1) (2009)
John G. Harris, José C. Príncipe, Justin C. Sanchez, Du Chen, Christy She
Pulse-based signal compression for implanted neural recording systems. ISCAS (2008)
Justin C. Sanchez, José C. Príncipe, Toshikazu Nishida, Rizwan Bashirullah, John G. Harris, José A. B. Fortes
Technology and Signal Processing for Brain-Machine Interfaces. IEEE Signal Process. Mag. 25 (1) (2008)
Shalom Darmanjian, António R. C. Paiva, José C. Príncipe, Justin C. Sanchez
Hierarchal Decomposition of Neural Data using Boosted Mixtures of Hidden Markov Chains and its application to a BMI. IJCNN (2007)
Nicolas J. Dedual, Mustafa C. Ozturk, Justin C. Sanchez, José C. Príncipe
An Associative Memory Readout in ESN for Neural Action Potential Detection. IJCNN (2007)
Rizwan Bashirullah, John G. Harris, Justin C. Sanchez, Toshikazu Nishida, José Carlos Príncipe
Florida Wireless Implantable Recording Electrodes (FWIRE) for Brain Machine Interfaces. ISCAS (2007)
Sung-Phil Kim, Justin C. Sanchez, José Carlos Príncipe
Real time input subset selection for linear time-variant MIMO systems. Optim. Methods Softw. 22 (1) (2007)
Jack DiGiovanna, Loris Marchal, Prapaporn Rattanatamrong, Ming Zhao, Shalom Darmanjian, Babak Mahmoudi, Justin C. Sanchez, José C. Príncipe, Linda Hermer-Vazquez, Renato J. O. Figueiredo, José A. B. Fortes
Towards Real-Time Distributed Signal Modeling for Brain-Machine Interfaces. International Conference on Computational Science (1) (2007)
Jeongho Cho, António R. C. Paiva, Sung-Phil Kim, Justin C. Sanchez, José Carlos Príncipe
Self-organizing maps with dynamic learning for signal reconstruction. Neural Networks 20 (2) (2007)
Yiwen Wang, António R. C. Paiva, José C. Príncipe, Justin C. Sanchez
A Monte Carlo Sequential Estimation of Point Process Optimum Filtering for Brain Machine Interfaces. IJCNN (2007)
António R. C. Paiva, José C. Príncipe, Justin C. Sanchez
Gravity Transform for Input Conditioning in Brain Machine Interfaces. EMBC (2006)
Justin C. Sanchez, Paul R. Carney, José C. Príncipe
Analysis of Amplitude Modulated Control Features for ECoG Neuroprosthetics. EMBC (2006)
Erin E. Patrick, Matthew Ordonez, Nicolas Alba, Justin C. Sanchez, Toshikazu Nishida
Design and Fabrication of a Flexible Substrate Microelectrode Array for Brain Machine Interfaces. EMBC (2006)
Yiwen Wang, Justin C. Sanchez, José C. Príncipe, Jeremiah D. Mitzelfelt, Aysegul Gunduz
Analysis of the Correlation between Local Field Potentials and Neuronal Firing Rate in the Motor Cortex. EMBC (2006)
José A. B. Fortes, Renato J. O. Figueiredo, Linda Hermer-Vazquez, José Carlos Príncipe, Justin C. Sanchez
A New Architecture for Deriving Dynamic Brain-Machine Interfaces. International Conference on Computational Science (3) (2006)
Grzegorz Cieslewski, David Cheney, Karl S. Gugel, Justin C. Sanchez, José C. Príncipe
Neural Signal Sampling via the Low Power Wireless Pico System. EMBC (2006)
Jack DiGiovanna, Justin C. Sanchez, B. J. Fregly, José C. Príncipe
Arm Motion Reconstruction via Feature Clustering in Joint Angle Space. IJCNN (2006)
Sudhir Rao, Justin C. Sanchez, Seungju Han, José C. Príncipe
Spike Sorting Using non Parametric Clustering VIA Cauchy Schwartz PDF Divergence. ICASSP (5) (2006)
Jack DiGiovanna, Justin C. Sanchez, José C. Príncipe
Improved Linear BMI Systems via Population Averaging. EMBC (2006)
Sung-Phil Kim, Yadunandana N. Rao, Deniz Erdogmus, Justin C. Sanchez, Miguel A. L. Nicolelis, José C. Príncipe
Determining Patterns in Neural Activity for Reaching Movements Using Nonnegative Matrix Factorization. EURASIP J. Adv. Signal Process. 2005 (19) (2005)
Yadunandana N. Rao, Sung-Phil Kim, Justin C. Sanchez, Deniz Erdogmus, José C. Príncipe, Jose M. Carmena, Mikhail A. Lebedev, Miguel A. L. Nicolelis
Learning mappings in brain machine interfaces with echo state networks. ICASSP (5) (2005)
Justin C. Sanchez, Jose M. Carmena, Mikhail A. Lebedev, Miguel A. L. Nicolelis, John G. Harris, José C. Príncipe
Ascertaining the importance of neurons to develop better brain-machine interfaces. IEEE Trans. Biomed. Eng. 51 (6) (2004)
Sung-Phil Kim, Justin C. Sanchez, Deniz Erdogmus, Yadunandana N. Rao, Johan Wessberg, José Carlos Príncipe, Miguel A. L. Nicolelis
Divide-and-conquer approach for brain machine interfaces: nonlinear mixture of competitive linear models. Neural Networks 16 (5-6) (2003)
Justin C. Sanchez, Sung-Phil Kim, Deniz Erdogmus, Yadunandana N. Rao, José C. Príncipe, Johan Wessberg, Miguel A. L. Nicolelis
Input-output mapping performance of linear and nonlinear models for estimating hand trajectories from cortical neuronal firing patterns. NNSP (2002)
Deniz Erdogmus, José C. Príncipe, Sung-Phil Kim, Justin C. Sanchez
A recursive Renyi's entropy estimator. NNSP (2002)
Deniz Erdogmus, Justin C. Sanchez, José C. Príncipe
Modified Kalman filter based method for training state-recurrent multilayer perceptrons. NNSP (2002)