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Books and Theses
- 2007
[b1]Justin C. Sanchez, José Carlos Príncipe:
Brain-Machine Interface Engineering. Synthesis Lectures on Biomedical Engineering, Morgan & Claypool Publishers 2007, ISBN 978-3-031-00493-3
Journal Articles
- 2015
- [j14]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: 481375:1-481375:17 (2015) - 2014
- [j13]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: 870160:1-870160:16 (2014) - 2011
- [j12]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): 437-439 (2011) - 2009
- [j11]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): 2894-2930 (2009) - [j10]Justin C. Sanchez, Babak Mahmoudi, Jack DiGiovanna, José C. Príncipe:
Exploiting co-adaptation for the design of symbiotic neuroprosthetic assistants. Neural Networks 22(3): 305-315 (2009) - [j9]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): 781-790 (2009) - [j8]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): 1257-1270 (2009) - [j7]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): 54-64 (2009) - 2008
- [j6]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): 29-40 (2008) - 2007
- [j5]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): 274-284 (2007) - [j4]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): 83-98 (2007) - 2005
- [j3]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): 3113-3121 (2005) - 2004
- [j2]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): 943-953 (2004) - 2003
- [j1]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): 865-871 (2003)
Conference and Workshop Papers
- 2013
- [c33]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: 5250-5253 - [c32]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: 5402-5405 - 2012
- [c31]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: 755-758 - [c30]Lin Li, John S. Choi, Joseph T. Francis, Justin C. Sanchez, José C. Príncipe:
Decoding stimuli from multi-source neural responses. EMBC 2012: 1331-1334 - [c29]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: 4108-4111 - 2011
- [c28]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: 3020-3023 - [c27]Jihye Bae, Pratik Chhatbar, Joseph T. Francis, Justin C. Sanchez, José C. Príncipe:
Reinforcement learning via kernel temporal difference. EMBC 2011: 5662-5665 - [c26]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: 1-6 - [c25]Austin J. Brockmeier, José C. Príncipe, Babak Mahmoudi, Justin C. Sanchez:
Efficient temporal decomposition of local field potentials. MLSP 2011: 1-6 - [c24]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: 1-6 - 2009
- [c23]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: 606-615 - [c22]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: 3275-3280 - [c21]Sheng-Feng Yen, Jie Xu, Manu Rastogi, John G. Harris, José Carlos Príncipe, Justin C. Sanchez:
A Biphasic Integrate-and-fire System. ISCAS 2009: 657-660 - [c20]Justin C. Sanchez, José Carlos Príncipe:
Prerequesites for Symbiotic Brain-Machine Interfaces. SMC 2009: 1736-1741 - 2008
- [c19]John G. Harris, José C. Príncipe, Justin C. Sanchez, Du Chen, Christy She:
Pulse-based signal compression for implanted neural recording systems. ISCAS 2008: 344-347 - 2007
- [c18]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: 964-971 - [c17]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: 2250-2255 - [c16]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: 2295-2299 - [c15]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: 3062-3067 - [c14]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: 2084-2087 - 2006
- [c13]Jack DiGiovanna, Justin C. Sanchez, José C. Príncipe:
Improved Linear BMI Systems via Population Averaging. EMBC 2006: 1608-1611 - [c12]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: 2966-2969 - [c11]António R. C. Paiva, José C. Príncipe, Justin C. Sanchez:
Gravity Transform for Input Conditioning in Brain Machine Interfaces. EMBC 2006: 4261-4264 - [c10]Justin C. Sanchez, Paul R. Carney, José C. Príncipe:
Analysis of Amplitude Modulated Control Features for ECoG Neuroprosthetics. EMBC 2006: 5468-5471 - [c9]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: 5904-5907 - [c8]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: 6185-6188 - [c7]Sudhir Rao, Justin C. Sanchez, Seungju Han, José C. Príncipe:
Spike Sorting Using non Parametric Clustering VIA Cauchy Schwartz PDF Divergence. ICASSP (5) 2006: 881-884 - [c6]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: 546-553 - [c5]Jack DiGiovanna, Justin C. Sanchez, B. J. Fregly, José C. Príncipe:
Arm Motion Reconstruction via Feature Clustering in Joint Angle Space. IJCNN 2006: 4678-4683 - 2005
- [c4]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: 233-236 - 2002
- [c3]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: 139-148 - [c2]Deniz Erdogmus, José C. Príncipe, Sung-Phil Kim, Justin C. Sanchez:
A recursive Renyi's entropy estimator. NNSP 2002: 209-217 - [c1]Deniz Erdogmus, Justin C. Sanchez, José C. Príncipe:
Modified Kalman filter based method for training state-recurrent multilayer perceptrons. NNSP 2002: 219-228
Coauthor Index
aka: José Carlos Príncipe
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