| CNEL Papers |
|---|
| Dissertation |
|---|
| 1 | Yiwen Wang,"POINT PROCESS MONTE CARLO FILTERING FOR BRAIN MACHINE INTERFACES", May 2008, University of Florida.(author PDF) | | | | Thesis |
|---|
| 1 | Yiwen Wang, "A MONTE CARLO SEQUENTIAL ESTIMATION OF POINT PROCESS OPTIMUM FILTERING FOR BRAIN MACHINE INTERFACES", Dec. 2006.(PDF) | | | | Journal Papers |
|---|
| 1 | Yiwen Wang, Jose C. Principe, "Instantaneous Estimation of Motor Cortical Neural Encoding for online Brain-Machine Interfaces," Journal of Neural Engineering. (Accepted) | | 2 | Yiwen Wang, Antonio Paiva , Jose C. Principe , Justin Sanchez, "Sequential Monte Carlo Point Process Estimation of Kinematics from Neural Spiking Activity for Brain Machine Interfaces", Neural Computation, Vol. 21, No. N/A, pp. 2894-2930, Oct. 2009 (author PDF) | | 3 | Weifeng Liu, Il (Memming) Park , Yiwen Wang, Jose C. Principe, "Extended kernel recursive least squares algorithm", Trans. on Signal Processing, Vol. 57, No. 10, pp. 3801-3814, Oct. 2009 (author PDF) | | 4 | Yiwen Wang, Jose C. Principe, and Justin C. Sanchez, "Ascertaining neuron importance information theoretic analysis in motor Brain-Machine Inter-faces", Neural Networks, Vol. 22, No. 5-6, pp. 781-790, Aug. 2009 (author PDF) | | | | Conference Papers |
|---|
| 1 | Yiwen Wang, Justin Sanchez, Jose Principe, "Selecting Neural Subsets for Kinematics Decoding by Information Theoretical Analysis in Motor Brain Machine Interfaces", IJCNN, pp. 3275-3280, June 2009 (author PDF) | | 2 | Yiwen Wang, Jose Principe, "A Synthetic Averaging Method on Point Process for Motor Brain Machine Interfaces", IEEE Int. Workshop on Machine Learning for Signal Processing, pp. 79-84, Oct. 2008 (author PDF) | | 3 | Yiwen Wang, Jose C. Principe, "Tracking the Non-Stationary Neuron Tuning by Dual Kalman Filter for Brain Machine Interfaces Decoding", EMBC, pp. 1720-1723, Aug. 2008 (author PDF) | | 4 | Yiwen Wang; Paiva, A.R.C.; Principe, J.C.; Sanchez, J.C., "A Monte Carlo Sequential Estimation of Point Process Optimum Filtering for Brain Machine Interfaces", Intl. Joint Conf. on Neural Networks, pp. 2250-2255, Aug. 2007 (author PDF) | | 5 | Yiwen Wang, Justin C. Sanchez, Jose C. Principe, "Information Theoretical Estimators of Tuning Depth and Time Delay for Motor Cortex Neurons", Neural Engineering Informatics, pp. 502-505, May 2007 (author PDF) | | 6 | Y. Wang, J. Sanchez, J. Principe, J. Mitzelfelt, A. Gunduz, "Analysis of the Correlation between Local Field Potentials and Neuronal Firing Rate in the Motor Cortex", Intl. Conf. of Engineering in Medicine and Biology Society, pp. 6186-6188, Aug. 2006 (author PDF) | | 7 | Y. Wang, A. Paiva, J. Principe, "A Monte Carlo Sequential Estimation for Point Process Optimum Filtering", Intl. Joint Conf. on Neural Networks, pp. 1846-1850, July 2006 (author PDF) | | 8 | Yiwen Wang, Sung-Phil Kim, Jose C. Principe, "Comparison of TDNN Training Algorithms in Brain Machine Interfaces", Intl. Joint Conf. on Neural Networks, pp. 2459-2462, July 2005 (author PDF) | | | |
