Peer Reviewed Conference
[48] B. Mahmoudi, J. DiGiovanna, J. C. Principe, and J. C. Sanchez, “Neuronal Tuning in a Brain-Machine Interface during Reinforcement Learning”, in IEEE International Conference of the Engineering in Medicine and Biology Society, Vancouver, Canada, pp. 4491-4494, 2008. (view article)
[47] A. Gunduz, J. C. Sanchez, and J. C. Principe, “Analysis of ECoG Features for Movement Execution using Denoising Source Separation,” in IEEE International Workshop on Machine Learning for Signal Processing, Cancun, Mexico, 2008.
[46] W. Yan, J. D. Mitzelfelt, J. C. Principe, and J. C. Sanchez, “The Effects of Interictal Spikes on Single Neuron Firing Patterns in the Hippocampus during the Development of Temporal Lobe Epilepsy,” in IEEE International Conference of the Engineering in Medicine and Biology Society, Vancouver, Canada, pp. 4134-4137, 2008. (view article)
[45] J. C. Principe, Y. Wang, and J. C. Sanchez, “Point Process Models for Motor BMIs: An Assessment,” in IEEE International Conference of the Engineering in Medicine and Biology Society, Vancouver, Canada, 2008.
[44] M. Zhao, P. Rattanatamrong, J. DiGiovanna, B. Mahmoudi, R. J. Figueiredo, J. C. Sanchez, J. C. Principe, and J. C. Fortes, “BMI Cyberworkstation: Enabling Dynamic Data-Driven Brain-Machine Interface Research through Cyberinfrastructure”, in IEEE International Conference of the Engineering in Medicine and Biology Society, Vancouver, Canada, pp. 646-649, 2008. (view article)
[43] E. Patrick, V. Sankar, W. Rowe, S.-F. Yen, J. C. Sanchez, and T. Nishida, “Flexible Polymer Substrate and Tungsten Microelectrode Array for an Implantable Neural Recording System,” in IEEE International Conference of the Engineering in Medicine and Biology Society, Vancouver, Canada, pp. 3158-3161, 2008. (view article)
[42] A. Gunduz, J. C. Sanchez, and J. C. Principe, “Electrocorticographic Interictal Spike Removal via Denoising Source Separation for Improved Neuroprosthesis Control,” in IEEE International Conference of the Engineering in Medicine and Biology Society, Vancouver, Canada, pp. 5224-5227, 2008. (view article)
[41] J. DiGiovanna, L. Citi, K. Yoshida, J. Carpaneto, J. C. Principe, J. C. Sanchez, and S. Micera, “Inferring the Stability of LIFE through Chronic Brain-Machine Interface Decoding Performance,” in IEEE International Conference of the Engineering in Medicine and Biology Society, Vancouver, Canada, pp. 2008-2011, 2008. (view article)
[40] A. R. C. Paiva, I. Park, J. C. Sanchez, and J. C. Principe, “Peri-event Cross-Correlation over Time for Analysis of Interactions in Neuronal Firing,” in IEEE International Conference of the Engineering in Medicine and Biology Society, Vancouver, Canada, pp. 1903-1906, 2008. (view article)
[39] A. Goh, S. Craciun, S. Rao, D. Cheney, K. Gugel, J. C. Sanchez, and J. C. Principe, “Wireless Transmission of Neuronal Recordings using a Portable Real-Time Discrimination/Compression Algorithm,” in IEEE International Conference of the Engineering in Medicine and Biology Society, Vancouver, Canada, pp. 4439-4442, 2008. (view article)
[38] B. Mahmoudi, J. DiGiovanna, J. C. Principe, and J. C. Sanchez, “Co-Adaptive Learning in Brain-Machine Interfaces,” accepted in Brain Inspired Cognitive Systems, Sao Luis, Brazil, 2008. (view article)
[37] J. G. Harris, J. C. Principe, J. C. Sanchez, D. Chen, C. She "Pulse-Based Signal Compression for Implanted Neural Recording Systems," accepted in International Symposium on Circuits and Systems, Seattle, Washington, pp. 344-347, 2008. (view article)
[36] J. Bourien, J. C. Sanchez, J. J. Bellanger, F. Wendling, and J. C. Principe, "Detection of Synchronized Firings in Multivariate Neural Spike Trains During Motor Tasks," in IEEE International Conference of the Engineering in Medicine and Biology Society, Lyon, France, pp. 5120-5123, 2007. (view article)
[35] D. Cheney, A. Goh, J. Xu, K. Gugel, J. G. Harris, J. C. Sanchez, and J. C. Principe, "Wireless, In Vivo Neural Recording using a Custom Integrated Bioamplifier and the Pico System," in 3rd International IEEE EMBS Conference on Neural Engineering, Kohala Coast, Hawaii, pp. 19-22, 2007. (view article)
[34] J. Mitzelfelt and J. C. Sanchez, "Are the Spatio-Temporal Firings of Pyramidal Cells and Interneurons Markers of Impending Seizures?," in 3rd International IEEE EMBS Conference on Neural Engineering, Kohala Coast, Hawaii, pp. 265-268, 2007. (view article)
[33] C. L. Rogers, J. G. Harris, J. C. Principe, and J. C. Sanchez, "A Pulse-Based Feature Extractor for Spike Sorting Neural Signals," in 3rd International IEEE EMBS Conference on Neural Engineering, Kohala Coast, Hawaii, pp. 490-493, 2007. (view article)
[32] Y. Wang, J. C. Sanchez, and J. C. Principe, "Information Theoretical Estimators of Tuning Depth and Time Delay for Motor Cortex Neurons," in 3rd International IEEE EMBS Conference on Neural Engineering, Kohala Coast, Hawaii, pp. 502-505, 2007. (view article)
[31] J. DiGiovanna, B. Mahmoudi, J. Mitzelfelt, J. C. Sanchez, and J. C. Principe, "Brain-Machine Interface Control via Reinforcement Learning," in 3rd International IEEE EMBS Conference on Neural Engineering, Kohala Coast, Hawaii, pp. 530-533, 2007. (view article)
[30] J. DiGiovanna, L. Marchal, P. Rattanatamrong, M. Zhao, S. Darmanjian, B. Mahmoudi, J. C. Sanchez, J. C. Principe, L. Hermer-Vazquez, R. Figueiredo, and J. Fortes, "Towards Real-Time Distributed Signal Modeling for Brain Machine Interfaces," in International Conference on Computational Science, Beijing, China, vol. 4487, pp. 964-971, 2007. (view article)
[29] S. Darmanjian, A. R. C. Paiva, J. C. Principe, M. C. Nechyba, J. Wessberg, M. A. L. Nicolelis, and J. C. Sanchez, "Hierarchal decomposition of neural data using boosted mixtures of independently coupled hidden markov chains," in International Joint Conference on Neural Networks, Orlando, Florida, pp. 3062-3067, 2007. (view article)
[28] N. Dedual, M. C. Ozturk, J. C. Sanchez, and J. C. Principe, "An Associative Memory Readout in ESN for Neural Action Potential Detection," in International Joint Conference on Neural Networks, Orlando, Florida, pp. 2295-2299, 2007. (view article)
[27] Y. Wang, A. R. C. Paiva, J. C. Principe, and J. C. Sanchez, "A Monte Carlo Sequential Estimation of Point Process Optimum Filtering for Brain Machine Interfaces," in International Joint Conference on Neural Networks, Orlando, Florida, pp. 2250-2255, 2007. (view article)
[26] A. Gunduz, M. C. Ozturk, J. C. Sanchez, and J. C. Principe, "Echo State Networks for Motor Control of Human ECoG Neuroprosthetics," in 3rd International IEEE EMBS Conference on Neural Engineering, Kohala Coast, Hawaii, pp. 514-517, 2007. (view article)
[25] R. Bashirullah, J. G. Harris, J. C. Sanchez, T. Nishida, J. C. Principe "Florida wireless implantable recording electrodes (FWIRE) for brain machine interfaces," presented at IEEE Symposium on Circuits and Systems, New Orleans, pp. 2084-2087, 2007. (view article)
[24] C. L. Rogers, J. G. Harris, J. C. Principe, J. C. Sanchez, "A pulse-based feature extractor for spike sorting neural signals," presented at IEEE Symposium on Circuits and Systems, New Orleans, pp. 490-493, 2007. (view article)
[23] Y. Wang, J. C. Sanchez, J. C. Principe, J. D. Mitzelfelt, and A. Gunduz, "Analysis of the Correlation between Local Field Potentials and Neuronal Firing Rate in the Motor Cortex," presented at IEEE International Conference of the Engineering in Medicine and Biology Society, New York, pp. 6185-6188, 2006. (view article)
[22] A. R. C. Paiva, J. C. Principe, and J. C. Sanchez, "Gravity Transform for Input Conditioning in Brain Machine Interfaces," presented at IEEE International Conference of the Engineering in Medicine and Biology Society, New York, pp. 4261-4264, 2006. (view article)
[21] G. Cieslewski, D. Cheney, K. Gugel, J. C. Sanchez, and J. C. Principe, "Neural Signal Sampling via the Low Power Wireless Pico System," presented at IEEE International Conference of the Engineering in Medicine and Biology Society, New York, pp. 5904-5907, 2006. (view article)
[20] J. DiGiovanna, J. C. Sanchez, and J. C. Principe, "Improved Linear BMI Systems via Population Averaging," presented at IEEE International Conference of the Engineering in Medicine and Biology Society, New York, pp. 1608-1611, 2006. (view article)
[19] J. C. Sanchez, P. R. Carney, and J. C. Principe, "Analysis of Amplitude Modulated Control Features for ECoG Neuroprosthetics," presented at IEEE International Conference of the Engineering in Medicine and Biology Society, New York, pp. 5468-5471, 2006. (view article)
[18] E. Patrick, M. Ordonez, N. Alba, J. C. Sanchez, and T. Nishida, "Design and Fabrication of a Flexible Substrate Microelectrode Array for Brain Machine Interfaces," presented at IEEE International Conference of the Engineering in Medicine and Biology Society, New York, pp. 2966-2969, 2006. (view article)
[17] J. DiGiovanna, J. C. Sanchez, B. J. Fregly, and J. C. Principe, “Arm Motion Reconstruction via Feature Clustering in Joint Angle Space,” presented at International Joint Conference on Neural Networks, Vancouver, Canada, pp. 4678 – 4683, 2006. (view article)
[16] J. Fortes, R. Figueiredo, L. Hermer-Vazquez, J. Príncipe and J. C. Sanchez, “A New Architecture for Deriving Dynamic Brain-Machine Interfaces,” presented at International Conference on Computational Science, Reading, UK, vol. 3993, pp. 546-553, 2006. (view article)
[15] Sudhir Rao, J. C. Sanchez, and J. C. Principe, , "Spike Sorting using Non-Parametric Clustering via Cauchy-Schwartz PDF Divergence," ICASSP, Philadelphia, PA, pp. 881-884, 2005. (view article)
[14] J. C. Sanchez, J. C. Principe, and P. R. Carney, “Is Neuron Discrimination Preprocessing Necessary for Linear and Nonlinear Brain Machine Interface Models?,” accepted to 11th International Conference on Human-Computer Interaction, vol. 5, pp. 1-5, 2005. (view article)
[13] J. Pukala, J. C. Sanchez, J. C. Principe, F. J. Bova, and M. S. Okun, "Linear Predictive Analysis for Targeting the Basal Ganglia in Deep Brain Stimulation Surgeries," accepted at the IEEE EMBS Neural Engineering Conference, Washington D. C., pp. 192-195, 2005. (view article)
[12] C. L. Rogers, J. G. Harris, J. C. Principe, and J. C. Sanchez, "An analog VLSI implementation of a multi-scale spike detection algorithm for extracellular neural recordings," accepted at the IEEE EMBS Neural Engineering Conference, Washington D. C., pp. 213-216, 2005. (view article)
[11] A. R. C. Paiva, J. C. Principe and J. C. Sanchez, "Compression of Spike Data Using the Self-Organizing Map" accepted at the IEEE EMBS Neural Engineering Conference, Washington D. C., pp. 233-236, 2005. (view article)
[10] Y. N. Rao, S. P. Kim, J. C. Sanchez, D. Erdogmus, J. C. Principe, J. M. Carmena, M. A. Lebedev, and M. A. Nicolelis, "Learning mappings in brain machine interfaces with echo state networks," presented at ICASSP, 2004. (view article)
[9] J. C. Sanchez, J. C. Principe, J. M. Carmena, and M. A. L. Nicolelis, "Simultaneuous prediction of five kinematic variables for a brain-machine interface using a single recurrent neural network," presented at Intl. Conf. of Engineering in Medicine and Biology Society, San Francisco, CA, vol. 7, pp. 5321-5324, 2004. (view article)
[8] Y. N. Rao, S. P. Kim, J. C. Sanchez, D. Erdogomus, J. C. Principe, J. M. Carmena, M. A. Lebedev and M. A. L. Nicolelis, "Learning mappings in brain-machine interfaces with echo state networks," Proceedings of the International Conference on Acoustics, Speech, and Signal Processing, Budapest(Hungary), 2004. (view article)
[7] J. C. Sanchez, D. Erdogmus, Y. Rao, S. P. Kim, M. A. L. Nicolelis, J. Wessberg, and J. C. Principe, "Interpreting Neural Activity through Linear and Nonlinear Models for Brain Machine Interfaces," Intl. Conf. of Engineering in Medicine and Biology Society, pp. 2160-2163, Cancun, Mexico, 2003. (view article)
[6] J. C. Sanchez, D. Erdogmus, Y. Rao, J. C. Principe, M. A. L. Nicolelis, and J. Wessberg, "Learning the Contributions of the Motor, Premotor, and Posterior Parietal Cortices for Hand Trajectory Reconstruction in a Brain Machine Interface," IEEE EMBS Neural Engineering Conference, pp. 59-62, Capri, Italy, 2003. (view article)
[5] S. P. Kim, J. C. Sanchez, D. Erdogmus, Y. Rao, J. C. Principe, and M. A. L. Nicolelis, "Modeling the Relation from Motor Cortical Neuronal Firing to Hand Movements Using Competitive Linear Filters and a MLP," International Joint Conference on Neural Networks, vol. 1, pp. 66-70, Portland, Oregon, 2003. (view article)
[4] J. C. Sanchez, D. Erdogmus, J. C. Principe, J. Wessberg, and M. A. L. Nicolelis, "A Comparison Between Nonlinear Mappings and Linear State Estimation to Model the Relation from Motor Cortical Neuronal Firing to Hand Movements," SAB Workshop on Motor Control in Humans and Robots: on the Interplay of Real Brains and Artificial Devices, pp. 59-65, University of Edinburgh, Scotland, 2002. (view article)
[3] J. C. Sanchez, S. P. Kim, D. Erdogmus, Y. N. Rao, J. C. Principe, J. Wessberg, and M. A. L. Nicolelis, "Input-Output Mapping Performance of Linear and Nonlinear Models for Estimating Hand Trajectories from Cortical Neuronal Firing Patterns," International Work on Neural Networks for Signal Processing, pp. 139-148, Martigny, Switzerland, 2002. (view article)
[2] D. Erdogmus, J. C. Sanchez, and J. C. Principe, "Modified Kalman Filter Based Method for Training State-Recurrent Multilayer Perceptrons," International Work on Neural Networks for Signal Processing, pp. 219-228, Martigny, Switzerland, 2002. (view article)
[1] D. Erdogmus, J.C. Principe, S.P. Kim, J.C. Sanchez, “A Recursive Renyi's Entropy Estimator,” Proceedings of NNSP’02, pp. 209-217, Martigny, Switzerland, Sep 2002. (view article)
