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BibTeX records: Il Park 0002
@article{DBLP:journals/pami/0004NJBP23, author = {Yuan Zhao and Josue Nassar and Ian D. Jordan and M{\'{o}}nica F. Bugallo and Il Memming Park}, title = {Streaming Variational Monte Carlo}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {45}, number = {1}, pages = {1150--1161}, year = {2023} }
@inproceedings{DBLP:conf/iclr/Dowling0P23, author = {Matthew Dowling and Yuan Zhao and Il Memming Park}, title = {Real-time variational method for learning neural trajectory and its dynamics}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2023} }
@inproceedings{DBLP:conf/icml/Dowling0P23, author = {Matthew Dowling and Yuan Zhao and Il Memming Park}, title = {Linear Time GPs for Inferring Latent Trajectories from Neural Spike Trains}, booktitle = {{ICML}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {8424--8448}, publisher = {{PMLR}}, year = {2023} }
@article{DBLP:journals/corr/abs-2303-02060, author = {Iris R. Stone and Yotam Sagiv and Il Memming Park and Jonathan W. Pillow}, title = {Spectral learning of Bernoulli linear dynamical systems models for decision-making}, journal = {CoRR}, volume = {abs/2303.02060}, year = {2023} }
@article{DBLP:journals/corr/abs-2305-11278, author = {Matthew Dowling and Yuan Zhao and Il Memming Park}, title = {Real-Time Variational Method for Learning Neural Trajectory and its Dynamics}, journal = {CoRR}, volume = {abs/2305.11278}, year = {2023} }
@article{DBLP:journals/corr/abs-2306-01802, author = {Matthew Dowling and Yuan Zhao and Il Memming Park}, title = {Linear Time GPs for Inferring Latent Trajectories from Neural Spike Trains}, journal = {CoRR}, volume = {abs/2306.01802}, year = {2023} }
@article{DBLP:journals/corr/abs-2308-12585, author = {Il Memming Park and {\'{A}}bel S{\'{a}}godi and Piotr Aleksander Sok{\'{o}}l}, title = {Persistent learning signals and working memory without continuous attractors}, journal = {CoRR}, volume = {abs/2308.12585}, year = {2023} }
@article{DBLP:journals/ficn/JordanSP21, author = {Ian D. Jordan and Piotr Aleksander Sok{\'{o}}l and Il Memming Park}, title = {Gated Recurrent Units Viewed Through the Lens of Continuous Time Dynamical Systems}, journal = {Frontiers Comput. Neurosci.}, volume = {15}, pages = {678158}, year = {2021} }
@inproceedings{DBLP:conf/nips/PeiYZWCSOSKCJMP21, author = {Felix Pei and Joel Ye and David M. Zoltowski and Anqi Wu and Raeed H. Chowdhury and Hansem Sohn and Joseph E. O'Doherty and Krishna V. Shenoy and Matthew T. Kaufman and Mark M. Churchland and Mehrdad Jazayeri and Lee E. Miller and Jonathan W. Pillow and Il Memming Park and Eva L. Dyer and Chethan Pandarinath}, title = {Neural Latents Benchmark '21: Evaluating latent variable models of neural population activity}, booktitle = {NeurIPS Datasets and Benchmarks}, year = {2021} }
@article{DBLP:journals/corr/abs-2107-07098, author = {Matthew Dowling and Piotr A. Sok{\'{o}}l and Il Memming Park}, title = {Hida-Mat{\'{e}}rn Kernel}, journal = {CoRR}, volume = {abs/2107.07098}, year = {2021} }
@article{DBLP:journals/corr/abs-2109-04463, author = {Felix Pei and Joel Ye and David M. Zoltowski and Anqi Wu and Raeed H. Chowdhury and Hansem Sohn and Joseph E. O'Doherty and Krishna V. Shenoy and Matthew T. Kaufman and Mark M. Churchland and Mehrdad Jazayeri and Lee E. Miller and Jonathan W. Pillow and Il Memming Park and Eva L. Dyer and Chethan Pandarinath}, title = {Neural Latents Benchmark '21: Evaluating latent variable models of neural population activity}, journal = {CoRR}, volume = {abs/2109.04463}, year = {2021} }
@article{DBLP:journals/entropy/JordanP20, author = {Ian D. Jordan and Il Memming Park}, title = {Birhythmic Analog Circuit Maze: {A} Nonlinear Neurostimulation Testbed}, journal = {Entropy}, volume = {22}, number = {5}, pages = {537}, year = {2020} }
@article{DBLP:journals/ficn/ZhaoP20, author = {Yuan Zhao and Il Memming Park}, title = {Variational Online Learning of Neural Dynamics}, journal = {Frontiers Comput. Neurosci.}, volume = {14}, pages = {71}, year = {2020} }
@article{DBLP:journals/ploscb/ZhaoYLHP20, author = {Yuan Zhao and Jacob L. Yates and Aaron J. Levi and Alexander C. Huk and Il Memming Park}, title = {Stimulus-choice (mis)alignment in primate area {MT}}, journal = {PLoS Comput. Biol.}, volume = {16}, number = {5}, year = {2020} }
@inproceedings{DBLP:conf/eccv/KeppleLPIPL20, author = {Daniel R. Kepple and Daewon Lee and Colin Prepsius and Volkan Isler and Il Memming Park and Daniel D. Lee}, title = {Jointly Learning Visual Motion and Confidence from Local Patches in Event Cameras}, booktitle = {{ECCV} {(6)}}, series = {Lecture Notes in Computer Science}, volume = {12351}, pages = {500--516}, publisher = {Springer}, year = {2020} }
@inproceedings{DBLP:conf/iclr/SokolP20, author = {Piotr Aleksander Sok{\'{o}}l and Il Memming Park}, title = {Information Geometry of Orthogonal Initializations and Training}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2020} }
@inproceedings{DBLP:conf/nips/Arribas0P20, author = {Diego M. Arribas and Yuan Zhao and Il Memming Park}, title = {Rescuing neural spike train models from bad {MLE}}, booktitle = {NeurIPS}, year = {2020} }
@inproceedings{DBLP:conf/nips/NassarSCHP20, author = {Josue Nassar and Piotr A. Sok{\'{o}}l and SueYeon Chung and Kenneth D. Harris and Il Memming Park}, title = {On 1/n neural representation and robustness}, booktitle = {NeurIPS}, year = {2020} }
@article{DBLP:journals/corr/abs-2009-01362, author = {Matthew Dowling and Yuan Zhao and Il Memming Park}, title = {Non-parametric generalized linear model}, journal = {CoRR}, volume = {abs/2009.01362}, year = {2020} }
@article{DBLP:journals/corr/abs-2010-12362, author = {Diego M. Arribas and Yuan Zhao and Il Memming Park}, title = {Rescuing neural spike train models from bad {MLE}}, journal = {CoRR}, volume = {abs/2010.12362}, year = {2020} }
@article{DBLP:journals/corr/abs-2012-04729, author = {Josue Nassar and Piotr Aleksander Sok{\'{o}}l and SueYeon Chung and Kenneth D. Harris and Il Memming Park}, title = {On 1/n neural representation and robustness}, journal = {CoRR}, volume = {abs/2012.04729}, year = {2020} }
@article{DBLP:journals/ploscb/HockerP19, author = {David Hocker and Il Memming Park}, title = {Myopic control of neural dynamics}, journal = {PLoS Comput. Biol.}, volume = {15}, number = {3}, year = {2019} }
@inproceedings{DBLP:conf/acssc/SokolJKP19, author = {Piotr A. Sok{\'{o}}l and Ian D. Jordan and Eben Kadile and Il Memming Park}, title = {Adjoint Dynamics of Stable Limit Cycle Neural Networks}, booktitle = {{ACSSC}}, pages = {884--887}, publisher = {{IEEE}}, year = {2019} }
@inproceedings{DBLP:conf/iclr/NassarLBP19, author = {Josue Nassar and Scott W. Linderman and M{\'{o}}nica F. Bugallo and Il Memming Park}, title = {Tree-Structured Recurrent Switching Linear Dynamical Systems for Multi-Scale Modeling}, booktitle = {{ICLR} (Poster)}, publisher = {OpenReview.net}, year = {2019} }
@article{DBLP:journals/corr/abs-1906-01005, author = {Ian D. Jordan and Piotr Aleksander Sok{\'{o}}l and Il Memming Park}, title = {Gated recurrent units viewed through the lens of continuous time dynamical systems}, journal = {CoRR}, volume = {abs/1906.01005}, year = {2019} }
@article{DBLP:journals/corr/abs-1906-01549, author = {Yuan Zhao and Josue Nassar and Ian D. Jordan and M{\'{o}}nica F. Bugallo and Il Memming Park}, title = {Streaming Variational Monte Carlo}, journal = {CoRR}, volume = {abs/1906.01549}, year = {2019} }
@inproceedings{DBLP:conf/acssc/NassarLZBP18, author = {Josue Nassar and Scott W. Linderman and Yuan Zhao and M{\'{o}}nica F. Bugallo and Il Memming Park}, title = {Learning Structured Neural Dynamics From Single Trial Population Recording}, booktitle = {{ACSSC}}, pages = {666--670}, publisher = {{IEEE}}, year = {2018} }
@article{DBLP:journals/corr/abs-1810-03785, author = {Piotr A. Sok{\'{o}}l and Il Memming Park}, title = {Information Geometry of Orthogonal Initializations and Training}, journal = {CoRR}, volume = {abs/1810.03785}, year = {2018} }
@article{DBLP:journals/corr/abs-1811-12386, author = {Josue Nassar and Scott W. Linderman and M{\'{o}}nica F. Bugallo and Il Memming Park}, title = {Tree-Structured Recurrent Switching Linear Dynamical Systems for Multi-Scale Modeling}, journal = {CoRR}, volume = {abs/1811.12386}, year = {2018} }
@article{DBLP:journals/neco/ZhaoP17, author = {Yuan Zhao and Il Memming Park}, title = {Variational Latent Gaussian Process for Recovering Single-Trial Dynamics from Population Spike Trains}, journal = {Neural Comput.}, volume = {29}, number = {5}, pages = {1293--1316}, year = {2017} }
@inproceedings{DBLP:conf/ner/HockerP17, author = {David Hocker and Il Memming Park}, title = {Multistep inference for generalized linear spiking models curbs runaway excitation}, booktitle = {{NER}}, pages = {613--616}, publisher = {{IEEE}}, year = {2017} }
@inproceedings{DBLP:conf/nips/ZhaoP16, author = {Yuan Zhao and Il Memming Park}, title = {Interpretable Nonlinear Dynamic Modeling of Neural Trajectories}, booktitle = {{NIPS}}, pages = {3333--3341}, year = {2016} }
@inproceedings{DBLP:conf/nips/WuPP15, author = {Anqi Wu and Il Memming Park and Jonathan W. Pillow}, title = {Convolutional spike-triggered covariance analysis for neural subunit models}, booktitle = {{NIPS}}, pages = {793--801}, year = {2015} }
@article{DBLP:journals/jmlr/ArcherPP14, author = {Evan Archer and Il Memming Park and Jonathan W. Pillow}, title = {Bayesian entropy estimation for countable discrete distributions}, journal = {J. Mach. Learn. Res.}, volume = {15}, number = {1}, pages = {2833--2868}, year = {2014} }
@inproceedings{DBLP:conf/icassp/ParkSV14, author = {Il Memming Park and Sohan Seth and Steven Van Vaerenbergh}, title = {Probabilistic kernel least mean squares algorithms}, booktitle = {{ICASSP}}, pages = {8272--8276}, publisher = {{IEEE}}, year = {2014} }
@article{DBLP:journals/entropy/ArcherPP13, author = {Evan Archer and Il Memming Park and Jonathan W. Pillow}, title = {Bayesian and Quasi-Bayesian Estimators for Mutual Information from Discrete Data}, journal = {Entropy}, volume = {15}, number = {5}, pages = {1738--1755}, year = {2013} }
@article{DBLP:journals/spm/ParkSPLP13, author = {Il Memming Park and Sohan Seth and Ant{\'{o}}nio R. C. Paiva and Lin Li and Jos{\'{e}} C. Pr{\'{\i}}ncipe}, title = {Kernel Methods on Spike Train Space for Neuroscience: {A} Tutorial}, journal = {{IEEE} Signal Process. Mag.}, volume = {30}, number = {4}, pages = {149--160}, year = {2013} }
@inproceedings{DBLP:conf/nips/ArcherPP13, author = {Evan Archer and Il Memming Park and Jonathan W. Pillow}, title = {Bayesian entropy estimation for binary spike train data using parametric prior knowledge}, booktitle = {{NIPS}}, pages = {1700--1708}, year = {2013} }
@inproceedings{DBLP:conf/nips/ParkAPP13, author = {Il Memming Park and Evan Archer and Nicholas Priebe and Jonathan W. Pillow}, title = {Spectral methods for neural characterization using generalized quadratic models}, booktitle = {{NIPS}}, pages = {2454--2462}, year = {2013} }
@inproceedings{DBLP:conf/nips/ParkALP13, author = {Il Memming Park and Evan Archer and Kenneth W. Latimer and Jonathan W. Pillow}, title = {Universal models for binary spike patterns using centered Dirichlet processes}, booktitle = {{NIPS}}, pages = {2463--2471}, year = {2013} }
@article{DBLP:journals/corr/abs-1302-0328, author = {Evan Archer and Il Memming Park and Jonathan W. Pillow}, title = {Bayesian Entropy Estimation for Countable Discrete Distributions}, journal = {CoRR}, volume = {abs/1302.0328}, year = {2013} }
@article{DBLP:journals/corr/ParkSV13, author = {Il Memming Park and Sohan Seth and Steven Van Vaerenbergh}, title = {Bayesian Extensions of Kernel Least Mean Squares}, journal = {CoRR}, volume = {abs/1310.5347}, year = {2013} }
@article{DBLP:journals/neco/ParkSRP12, author = {Il Memming Park and Sohan Seth and Murali Rao and Jos{\'{e}} C. Pr{\'{\i}}ncipe}, title = {Strictly Positive-Definite Spike Train Kernels for Point-Process Divergences}, journal = {Neural Comput.}, volume = {24}, number = {8}, pages = {2223--2250}, year = {2012} }
@inproceedings{DBLP:conf/nips/ArcherPP12, author = {Evan Archer and Il Memming Park and Jonathan W. Pillow}, title = {Bayesian estimation of discrete entropy with mixtures of stick-breaking priors}, booktitle = {{NIPS}}, pages = {2024--2032}, year = {2012} }
@article{DBLP:journals/corr/abs-1202-2143, author = {Il Memming Park and Marcel Nassar and Mijung Park}, title = {Active Bayesian Optimization: Minimizing Minimizer Entropy}, journal = {CoRR}, volume = {abs/1202.2143}, year = {2012} }
@article{DBLP:journals/tsp/SethRPP11, author = {Sohan Seth and Murali Rao and Il Park and Jos{\'{e}} C. Pr{\'{\i}}ncipe}, title = {A Unified Framework for Quadratic Measures of Independence}, journal = {{IEEE} Trans. Signal Process.}, volume = {59}, number = {8}, pages = {3624--3635}, year = {2011} }
@inproceedings{DBLP:conf/icassp/ParkSRP11, author = {Il Park and Sohan Seth and Murali Rao and Jos{\'{e}} Carlos Pr{\'{\i}}ncipe}, title = {Estimation of symmetric chi-square divergence for point processes}, booktitle = {{ICASSP}}, pages = {2016--2019}, publisher = {{IEEE}}, year = {2011} }
@inproceedings{DBLP:conf/mlsp/LiPSCFSP11, author = {Lin Li and Il Memming Park and Sohan Seth and John S. Choi and Joseph T. Francis and Justin C. Sanchez and Jos{\'{e}} C. Pr{\'{\i}}ncipe}, title = {An adaptive decoder from spike trains to micro-stimulation using kernel least-mean-squares {(KLMS)}}, booktitle = {{MLSP}}, pages = {1--6}, publisher = {{IEEE}}, year = {2011} }
@inproceedings{DBLP:conf/nips/ParkP11, author = {Il Memming Park and Jonathan W. Pillow}, title = {Bayesian Spike-Triggered Covariance Analysis}, booktitle = {{NIPS}}, pages = {1692--1700}, year = {2011} }
@article{DBLP:journals/nca/PaivaPP10, author = {Ant{\'{o}}nio R. C. Paiva and Il Park and Jos{\'{e}} C. Pr{\'{\i}}ncipe}, title = {A comparison of binless spike train measures}, journal = {Neural Comput. Appl.}, volume = {19}, number = {3}, pages = {405--419}, year = {2010} }
@inproceedings{DBLP:conf/icassp/ParkP10, author = {Il Park and Jos{\'{e}} C. Pr{\'{\i}}ncipe}, title = {Quantification of inter-trial non-stationarity in spike trains from periodically stimulated neural cultures}, booktitle = {{ICASSP}}, pages = {5442--5445}, publisher = {{IEEE}}, year = {2010} }
@inproceedings{DBLP:conf/nips/SethPBSCFP10, author = {Sohan Seth and Il Memming Park and Austin J. Brockmeier and Mulugeta Semework and John S. Choi and Joseph T. Francis and Jos{\'{e}} Carlos Pr{\'{\i}}ncipe}, title = {A novel family of non-parametric cumulative based divergences for point processes}, booktitle = {{NIPS}}, pages = {2119--2127}, publisher = {Curran Associates, Inc.}, year = {2010} }
@incollection{DBLP:books/sp/10/XuJPP10, author = {Jian{-}Wu Xu and Robert Jenssen and Ant{\'{o}}nio R. C. Paiva and Il Park}, title = {A Reproducing Kernel Hilbert Space Framework for {ITL}}, booktitle = {Information Theoretic Learning}, pages = {351--384}, publisher = {Springer}, year = {2010} }
@article{DBLP:journals/biosystems/DockendorfPHPD09, author = {Karl P. Dockendorf and Il Park and Ping He and Jos{\'{e}} C. Pr{\'{\i}}ncipe and Thomas B. DeMarse}, title = {Liquid state machines and cultured cortical networks: The separation property}, journal = {Biosyst.}, volume = {95}, number = {2}, pages = {90--97}, year = {2009} }
@article{DBLP:journals/neco/PaivaPP09, author = {Ant{\'{o}}nio R. C. Paiva and Il Park and Jos{\'{e}} C. Pr{\'{\i}}ncipe}, title = {A Reproducing Kernel Hilbert Space Framework for Spike Train Signal Processing}, journal = {Neural Comput.}, volume = {21}, number = {2}, pages = {424--449}, year = {2009} }
@article{DBLP:journals/tnn/LiuPP09, author = {Weifeng Liu and Il Park and Jos{\'{e}} C. Pr{\'{\i}}ncipe}, title = {An Information Theoretic Approach of Designing Sparse Kernel Adaptive Filters}, journal = {{IEEE} Trans. Neural Networks}, volume = {20}, number = {12}, pages = {1950--1961}, year = {2009} }
@article{DBLP:journals/tsp/LiuPWP09, author = {Weifeng Liu and Il Park and Yiwen Wang and Jos{\'{e}} C. Pr{\'{\i}}ncipe}, title = {Extended kernel recursive least squares algorithm}, journal = {{IEEE} Trans. Signal Process.}, volume = {57}, number = {10}, pages = {3801--3814}, year = {2009} }
@inproceedings{DBLP:conf/icassp/SethPP09, author = {Sohan Seth and Il Park and Jos{\'{e}} C. Pr{\'{\i}}ncipe}, title = {A new nonparametric measure of conditional independence}, booktitle = {{ICASSP}}, pages = {2981--2984}, publisher = {{IEEE}}, year = {2009} }
@article{DBLP:journals/tsp/XuPPP08, author = {Jian{-}Wu Xu and Ant{\'{o}}nio R. C. Paiva and Il Park and Jos{\'{e}} Carlos Pr{\'{\i}}ncipe}, title = {A Reproducing Kernel Hilbert Space Framework for Information-Theoretic Learning}, journal = {{IEEE} Trans. Signal Process.}, volume = {56}, number = {12}, pages = {5891--5902}, year = {2008} }
@inproceedings{DBLP:conf/icassp/ParkP08, author = {Il Park and Jos{\'{e}} Carlos Pr{\'{\i}}ncipe}, title = {Correntropy based Granger causality}, booktitle = {{ICASSP}}, pages = {3605--3608}, publisher = {{IEEE}}, year = {2008} }
@inproceedings{DBLP:conf/icassp/PaivaPP08, author = {Ant{\'{o}}nio R. C. Paiva and Il Park and Jos{\'{e}} C. Pr{\'{\i}}ncipe}, title = {Reproducing kernel Hilbert spaces for spike train analysis}, booktitle = {{ICASSP}}, pages = {5212--5215}, publisher = {{IEEE}}, year = {2008} }
@inproceedings{DBLP:conf/ijcnn/PaivaRPP07, author = {Ant{\'{o}}nio R. C. Paiva and Sudhir Rao and Il Park and Jos{\'{e}} C. Pr{\'{\i}}ncipe}, title = {Spectral Clustering of Synchronous Spike Trains}, booktitle = {{IJCNN}}, pages = {1831--1835}, publisher = {{IEEE}}, year = {2007} }
@inproceedings{DBLP:conf/ijcnn/ParkPPH07, author = {Il Park and Ant{\'{o}}nio R. C. Paiva and Jos{\'{e}} C. Pr{\'{\i}}ncipe and John G. Harris}, title = {A Closed Form Solution for Multiple-Input Spike Based Adaptive Filters}, booktitle = {{IJCNN}}, pages = {2064--2068}, publisher = {{IEEE}}, year = {2007} }
@inproceedings{DBLP:conf/ijcnn/ParkXDP06, author = {Il Park and Dongming Xu and Thomas B. DeMarse and Jos{\'{e}} C. Pr{\'{\i}}ncipe}, title = {Modeling of Synchronized Burst in Dissociated Cortical Tissue: An Exploration of Parameter Space}, booktitle = {{IJCNN}}, pages = {581--586}, publisher = {{IEEE}}, year = {2006} }
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