Justin C. Sanchez

49 papers B 7C 3Misc 2Journal 14Unranked 22

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