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Il Memming Park

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Large-scale variational Gaussian state-space models

Mar 03, 2024
Matthew Dowling, Yuan Zhao, Il Memming Park

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Persistent learning signals and working memory without continuous attractors

Aug 24, 2023
Il Memming Park, Ábel Ságodi, Piotr Aleksander Sokół

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Linear Time GPs for Inferring Latent Trajectories from Neural Spike Trains

Jun 01, 2023
Matthew Dowling, Yuan Zhao, Il Memming Park

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Real-Time Variational Method for Learning Neural Trajectory and its Dynamics

May 18, 2023
Matthew Dowling, Yuan Zhao, Il Memming Park

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Spectral learning of Bernoulli linear dynamical systems models for decision-making

Mar 03, 2023
Iris R. Stone, Yotam Sagiv, Il Memming Park, Jonathan W. Pillow

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Neural Latents Benchmark '21: Evaluating latent variable models of neural population activity

Sep 10, 2021
Felix Pei, Joel Ye, David Zoltowski, Anqi Wu, Raeed H. Chowdhury, Hansem Sohn, Joseph E. O'Doherty, Krishna V. Shenoy, Matthew T. Kaufman, Mark Churchland, Mehrdad Jazayeri, Lee E. Miller, Jonathan Pillow, Il Memming Park, Eva L. Dyer, Chethan Pandarinath

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Hida-Matérn Kernel

Jul 15, 2021
Matthew Dowling, Piotr Sokół, Il Memming Park

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On 1/n neural representation and robustness

Dec 08, 2020
Josue Nassar, Piotr Aleksander Sokol, SueYeon Chung, Kenneth D. Harris, Il Memming Park

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Rescuing neural spike train models from bad MLE

Oct 23, 2020
Diego M. Arribas, Yuan Zhao, Il Memming Park

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Non-parametric generalized linear model

Sep 02, 2020
Matthew Dowling, Yuan Zhao, Il Memming Park

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