Publications

Journal Publications

1. Weifeng Liu, Il Park, José C. Príncipe. An Information Theoretic Approach of Designing Sparse Kernel Adaptive Filters, IEEE Transactions on Neural Network (in press)
2. António R. C. Paiva, Il Park, José C. Príncipe. A Comparison of Binless Spike Train Measures, Neural Computing & Applications. 2009
3. Weifeng Liu, Il Park, Yiwen Wang, José C. Príncipe. Extended Kernel Recursive Least Squares Algorithm, IEEE Transactions on Signal Processing, Volume 57, Issue 10, Oct. 2009, 3801-3814
4. Karl Dockendorf, Il Park, Ping He, José C. Príncipe, Thomas B. DeMarse. Liquid state machine and Dissociated Cortical Networks: The Separability, Biosystems, Volume 95, Issue 2, February 2009, 90-97
5. Jian-Wu Xu, António R. C. Paiva, Il Park, José C. Príncipe. A Reproducing Kernel Hilbert Space Framework for Information-Theoretic Learning, IEEE Transactions on Signal Processing, Vol. 56, No. 12. pp. 5891-5902. 2008
6. António R. C. Paiva, Il Park, José C. Príncipe. A Reproducing Kernel Hilbert Space framework for Spike Trains, Neural Computation, Volume 21, Number 2, Feburary 2009
7. Il Park, António R. C. Paiva, José C. Príncipe, Thomas B. DeMarse. An Efficient Algorithm for Continuous-time Cross Correlogram of Spike Trains, Journal of Neuroscience Methods, Volume 168, Issue 2, 15 March 2008, 514-523

Conference Publications (papers)

1. Il Park, José C. Príncipe. Quantification of Inter-trial Non-stationarity in Spike Trains from Periodically Stimulated Neural Cultures, IEEE International Conference on Acoustics, Speech and Signal Processing 2010, Special session on “Multivariate Analysis of Brain Signals: Methods and Applications” (submitted)
2. Lin Li, Sohan Seth, Il Park, Justin C. Sanchez, José C. Príncipe. Estimation and Visualization of Neuronal Functional Connectivity in Motor Tasks, IEEE International EMBS Conference 2009 Paper #1672
3. Sohan Seth, Il Park, José C. Príncipe. A New Nonparametric Measure of Conditional Independence, IEEE International Conference on Acoustic, Speech, and Signal Processing (ICASSP) 2009 Paper #3858
4. António R. C. Paiva, Il Park, Justin Sanchez, José C. Príncipe. Peri-event Cross-Correlation over Time for Analysis of Interactions in Neuronal Firing, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2008
5. Il Park, José C. Príncipe. Correntropy based Granger causality, IEEE International Conference on Acoustic, Speech, and Signal Processing (ICASSP) 2008
6. António R. C. Paiva, Il Park, José C. Príncipe. Reproducing Kernel Hilbert Spaces for Spike Train Analysis, IEEE International Conference on Acoustic, Speech, and Signal Processing (ICASSP) 2008
7. António R. C. Paiva, Sudhir Rao, Il Park, José C. Príncipe. Spectral Clustering of Synchronous Spike Trains, IEEE International Joint Conference on Neural Networks (IJCNN), 2007
8. António R. C. Paiva, Il Park, José C. Príncipe. Innovating Signal Processing for Spike Train Data, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Lyon, France, 2007
9. Il Park, António R. C. Paiva, José C. Príncipe, John G. Harris. A Closed Form Solution for Multiple-Input Spike Based Adaptive Filters, IEEE International Joint Conference on Neural Networks (IJCNN), 2007
10. Il Park, Dongming Xu, Thomas B. DeMarse, José C. Príncipe. Modeling of Synchronized Burst in Dissociated Cortical Tissue: An Exploration of Parameter Space, IEEE International Joint Conference on Neural Networks (IJCNN), 2006
11. Il Park and Jong C. Park. Modeling Causality in Biological Pathways for Logical Identification of Drug Targets, Bioinfo, Busan, Korea, September, 2005 [figs].

Conference Publications (abstracts)

1. Il Park, José C. Príncipe. Significance test for spike trains based on finite point process estimation. (Society for Neuroscience 2009) [blog post] poster# 789.1/GG119
2. Yuriy Bobkov, Il Park, Kirill Ukhanov, José C. Príncipe, Barry W. Ache. Population coding within an ensemble of rhythmically active primary olfactory receptor neurons. (Society for Neuroscience 2009) poster# 349.9/V18
3. Il Park, Yuriy Bobkov, Kirill Ukhanov, Barry W. Ache, José C. Príncipe. Input Driven Synchrony of Oscillating Olfactory Receptor Neurons: A Computational Modeling Study, (AChemS 2009) [blog post]
4. Il Park, Murali Rao, Thomas B. DeMarse, José C. Príncipe. Point Process Model for Precisely Timed Spike Trains (COSYNE 2009) [blog post]
5. António R. C. Paiva, Il Park, José C. Príncipe, Reproducing Kernel Hilbert Spaces for Spike Train Analysis, Conference on Computational Neuroscience, 2008 (presented by José C. Príncipe)
6. Il Park, António R. C. Paiva, José C. Príncipe, Thomas B. DeMarse. An Efficient Computation of Continuous-time Correlogram of Spike Trains, COSYNE 2007, Salt Lake City, Utah, Feburary 22-25, 2007 [png]

Others

1. José C. Príncipe, Jianwu Xu, Robert Jenssen, Antonio Paiva, Il Park. A Reproducing Kernel Hilbert Space Framework for Information-Theoretic Learning. (Book in press titled “Information Theoretic Learning: Renyi’s Entropy and Kernel Perspectives” edited by José C. Príncipe from Springer)
2. António R. C. Paiva, Il Park, José C. Príncipe. Optimization in Reproducing Kernel Hilbert Spaces of Spike Trains, (Book chapter in “Optimiztion in Neuroscience”, Springer Optimization and Its Applications series, edited by Panos Pardalos)

Talks

1. Il Park, Neural coding by Input driven synchrony of Spontaneously bursting Olfactory receptor neurons, CNEL seminar, 2009
2. Il Park, Noise or Signal in Spike Trains from Neuronal Culture, CNEL seminar, 2008
3. Il Park, Thomas B. DeMarse, José C. Príncipe. Liquid State Machines and Cultured Cortical Networks: What we have learned, Collaborative Research in Computational Neuroscience (CRCNS) PI meeting 2008
4. Il Park, Karl Dockendorf, Thomas B. DeMarse, José C. Príncipe. Cultured Liquid State Machine, Collaborative Research in Computational Neuroscience (CRCNS) PI meeting 2007 (poster presentation)
5. Il Park, Synchrony of Neuronal Culture and RKHS on Spike Trains, CNEL seminar, 2006
6. José C. Príncipe, Thomas B. DeMarse. Design, Analysis and Validation of Biologically Plausible Computational Models, Collaborative Research in Computational Neuroscience (CRCNS) PI meeting 2006 (partially presented by Il Park and Karl Dockendorf)