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ORCIDIl Park 0002
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Publications
- 2020
[j16]Ian D. Jordan, Il Memming Park
:
Birhythmic Analog Circuit Maze: A Nonlinear Neurostimulation Testbed. Entropy 22(5): 537 (2020)- [j15]Yuan Zhao, Il Memming Park:
Variational Online Learning of Neural Dynamics. Frontiers Comput. Neurosci. 14: 71 (2020) - [j14]Yuan Zhao, Jacob L. Yates, Aaron J. Levi, Alexander C. Huk, Il Memming Park:
Stimulus-choice (mis)alignment in primate area MT. PLoS Comput. Biol. 16(5) (2020) - [c26]Daniel R. Kepple, Daewon Lee, Colin Prepsius, Volkan Isler, Il Memming Park, Daniel D. Lee:
Jointly Learning Visual Motion and Confidence from Local Patches in Event Cameras. ECCV (6) 2020: 500-516 - [c25]Piotr Aleksander Sokól, Il Memming Park:
Information Geometry of Orthogonal Initializations and Training. ICLR 2020 - [c24]Diego M. Arribas, Yuan Zhao, Il Memming Park:
Rescuing neural spike train models from bad MLE. NeurIPS 2020 - [c23]Josue Nassar, Piotr A. Sokól, SueYeon Chung, Kenneth D. Harris, Il Memming Park:
On 1/n neural representation and robustness. NeurIPS 2020 - [i10]Matthew Dowling, Yuan Zhao, Il Memming Park:
Non-parametric generalized linear model. CoRR abs/2009.01362 (2020) - [i9]Diego M. Arribas, Yuan Zhao, Il Memming Park:
Rescuing neural spike train models from bad MLE. CoRR abs/2010.12362 (2020) - [i8]Josue Nassar, Piotr Aleksander Sokól, SueYeon Chung, Kenneth D. Harris, Il Memming Park:
On 1/n neural representation and robustness. CoRR abs/2012.04729 (2020) - 2019
- [c22]Piotr A. Sokól, Ian D. Jordan, Eben Kadile, Il Memming Park:
Adjoint Dynamics of Stable Limit Cycle Neural Networks. ACSSC 2019: 884-887 - [c21]Josue Nassar, Scott W. Linderman, Mónica F. Bugallo, Il Memming Park:
Tree-Structured Recurrent Switching Linear Dynamical Systems for Multi-Scale Modeling. ICLR (Poster) 2019 - [i7]Ian D. Jordan, Piotr Aleksander Sokól, Il Memming Park:
Gated recurrent units viewed through the lens of continuous time dynamical systems. CoRR abs/1906.01005 (2019) - [i6]Yuan Zhao, Josue Nassar, Ian D. Jordan, Mónica F. Bugallo, Il Memming Park:
Streaming Variational Monte Carlo. CoRR abs/1906.01549 (2019) - 2018
- [c20]Josue Nassar, Scott W. Linderman, Yuan Zhao, Mónica F. Bugallo, Il Memming Park:
Learning Structured Neural Dynamics From Single Trial Population Recording. ACSSC 2018: 666-670 - [i5]Piotr A. Sokól, Il Memming Park:
Information Geometry of Orthogonal Initializations and Training. CoRR abs/1810.03785 (2018) - [i4]Josue Nassar, Scott W. Linderman, Mónica F. Bugallo, Il Memming Park:
Tree-Structured Recurrent Switching Linear Dynamical Systems for Multi-Scale Modeling. CoRR abs/1811.12386 (2018) - 2017
- [j12]Yuan Zhao, Il Memming Park:
Variational Latent Gaussian Process for Recovering Single-Trial Dynamics from Population Spike Trains. Neural Comput. 29(5): 1293-1316 (2017) - 2016
- [c18]Yuan Zhao, Il Memming Park:
Interpretable Nonlinear Dynamic Modeling of Neural Trajectories. NIPS 2016: 3333-3341 - 2015
- [c17]Anqi Wu, Il Memming Park, Jonathan W. Pillow:
Convolutional spike-triggered covariance analysis for neural subunit models. NIPS 2015: 793-801 - 2014
- [j11]Evan Archer, Il Memming Park, Jonathan W. Pillow:
Bayesian entropy estimation for countable discrete distributions. J. Mach. Learn. Res. 15(1): 2833-2868 (2014) - 2013
- [j10]Evan Archer, Il Memming Park, Jonathan W. Pillow:
Bayesian and Quasi-Bayesian Estimators for Mutual Information from Discrete Data. Entropy 15(5): 1738-1755 (2013) - [c15]Evan Archer, Il Memming Park, Jonathan W. Pillow:
Bayesian entropy estimation for binary spike train data using parametric prior knowledge. NIPS 2013: 1700-1708 - [c14]Il Memming Park, Evan Archer, Nicholas Priebe, Jonathan W. Pillow:
Spectral methods for neural characterization using generalized quadratic models. NIPS 2013: 2454-2462 - [c13]Il Memming Park, Evan Archer, Kenneth W. Latimer, Jonathan W. Pillow:
Universal models for binary spike patterns using centered Dirichlet processes. NIPS 2013: 2463-2471 - [i3]Evan Archer, Il Memming Park, Jonathan W. Pillow:
Bayesian Entropy Estimation for Countable Discrete Distributions. CoRR abs/1302.0328 (2013) - 2012
- [c12]Evan Archer, Il Memming Park, Jonathan W. Pillow:
Bayesian estimation of discrete entropy with mixtures of stick-breaking priors. NIPS 2012: 2024-2032 - [i1]Il Memming Park, Marcel Nassar, Mijung Park:
Active Bayesian Optimization: Minimizing Minimizer Entropy. CoRR abs/1202.2143 (2012) - 2011
- [c9]Il Memming Park, Jonathan W. Pillow:
Bayesian Spike-Triggered Covariance Analysis. NIPS 2011: 1692-1700
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