| CNEL Papers |
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| Dissertation |
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| 1 | Il Memming Park,"Capturing spike train similarity structure:A point process divergence approach", 2010, University of Florida.(author PDF) | | | | Thesis |
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| 1 | Il Park, "Continuous Time Correlation Analysis Techniques for Spike Trains", May 2007.(PDF) | | | | Journal Papers |
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| 1 | Il Memming Park, Sohan Seth, Murali Rao, Jose C. Principe, "Strictly Positive Definite Spike Train Kernels for Point Process Divergences", Neural Computation, Vol. 24, No. 8, pp. -, Aug. 2012,DOI:10.1162/NECO_a_00309 (author PDF) | | 2 | Yuriy Bobkov, Il Park, Kirill Ukhanov, José C. Príncipe, Barry W. Ache, "Cellular basis for response diversity in the olfactory periphery", , Vol. 7, No. 4, pp. -, Apr. 2012,DOI:10.1371/journal.pone.0034843 (author PDF) | | 3 | Lin Li, Il Memming Park, Sohan Seth, Justin C. Sanchez, Jose C. Principe, "Functional Connectivity Dynamics Among Cortical Neurons: A Dependence Analysis", Trans. on Neural Systems and Rehabilitation Engineering, Vol. 20, No. 1, pp. 18-30, Jan. 2012,DOI:10.1109/TNSRE.2011.2176749 (author PDF) | | 4 | Sohan Seth, Murali Rao, Il Park, and Jose C. Principe, "A unified framework for quadratic measures of independence", Trans. on Signal Processing, Vol. 59, No. 8, pp. 3624-3635, Aug. 2011,DOI:10.1109/TSP.2011.2153197 (author PDF) | | 5 | António R. C. Paiva, Il Park and José C. Principe, "A comparison of binless spike train measures", Neural Computation, Vol. 19, No. 3, pp. 405-419, Apr. 2010,DOI:doi:10.1007/s00521-009-0307-6 (author PDF) | | 6 | 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) | | 7 | Karl Dockendorf, Il Park, Ping He, José PrÃncipe, Thomas B. DeMarse, "Liquid state machines and cultured cortical networks: The separation property", , Vol. 95, No. 2, pp. 90-97, 2009,DOI:10.1016/j.biosystems.2008.08.001 (author PDF) | | 8 | Il Park, António R. C. Paiva, José PrÃncipe, Thomas B. DeMarse, "An Efficient Algorithm for Continuous-time Cross Correlogram of Spike Trains", Journal of Neuroscience Methods, Vol. 168, No. 2, pp. 514-523, Mar. 2008,DOI:10.1016/j.jneumeth.2007.10.005 (author PDF) | | | | Conference Papers |
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| 1 | A. Paiva, S. Rao, I. Park, J. Principe, "Spectral Clustering of Synchronous Spike Trains," Intl. Joint Conf. on Neural Networks.(Submitted) | | 2 | I. Park, A. Paiva, J. Principe, J. Harris, "A Closed Form Solution for Multiple Input Spike Based Adaptive Filters," Intl. Joint Conf. on Neural Networks.(Submitted) | | 3 | Il Park, Jose C. Principe, "Quantification of Inter-trial Non-stationarity in Spike Trains from Periodically Stimulated Neural Cultures," ICASSP.(Accepted) (author PDF) | | 4 | Lin Li; Il Memming Park; Seth, S.; Choi, J.S.; Francis, J.T.; Sanchez, J.C.;Principe, J.C., "An adaptive decoder from spike trains to micro-stimulation using kernel least-mean-squares (KLMS)", MLSP, pp. 1-6, Sept. 2011,DOI:10.1109/MLSP.2011.6064603 (author PDF) | | 5 | Sohan Seth, Park Il, Austin Brockmeier, Mulugeta Semework, John Choi, Joseph Francis, and Jose Principe, "A novel family of non-parametric cumulative based divergences for point processes", NIPS, pp. 2119-2127, Dec. 2010 (author PDF) | | 6 | Austin J. Brockmeier, Il Park, Babak Mahmoudi, Justin C. Sanchez, Jose C. Principe, "Spatio-Temporal Clustering of Firing Rates for Neural State Estimation", ICEMB, pp. 6023-6026, 2010,DOI:10.1109/IEMBS.2010.5627600 (author PDF) | | 7 | Il Park, Jose C. Principe, "Correntropy based Granger Causality", ICASSP, pp. -, Apr. 2008 (author PDF) | | 8 | I. Park, D. Xu, T. DeMarse, J. Principe, "Modeling of Synchronized Burst in Dissociated Cortical Tissue: An Exploration of Parameter Space", Intl. Joint Conf. on Neural Networks, pp. 581-586, July 2006 (author PDF) | | | |
