Tree-Structured Recurrent Switching Linear Dynamical Systems for
Multi-Scale Modeling

Tree-Structured Recurrent Switching Linear Dynamical Systems for Multi-Scale Modeling

29 November 2018

Scott W. Linderman

Papers citing "Tree-Structured Recurrent Switching Linear Dynamical Systems for Multi-Scale Modeling"

12 / 12 papers shown

Title
Modeling Latent Neural Dynamics with Gaussian Process Switching Linear Dynamical Systems Amber Hu D. Zoltowski Aditya Nair David Anderson Lea Duncker Scott W. Linderman 36 3 0 19 Jul 2024
Spectral learning of Bernoulli linear dynamical systems models Iris R. Stone Yotam Sagiv Il Memming Park Jonathan W. Pillow 29 1 0 03 Mar 2023
Experimental study of Neural ODE training with adaptive solver for dynamical systems modeling A. Allauzen Thiago Petrilli Maffei Dardis Hannah Plath AI4CE 19 0 0 13 Nov 2022
Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers Ran Liu Mehdi Azabou M. Dabagia Jingyun Xiao Eva L. Dyer AI4CE 32 19 0 10 Jun 2022
Mesoscopic modeling of hidden spiking neurons Shuqiao Wang Valentin Schmutz G. Bellec W. Gerstner 21 3 0 26 May 2022
Overcoming the Domain Gap in Neural Action Representations Semih Günel Florian Aymanns S. Honari Pavan Ramdya Pascal Fua 29 3 0 02 Dec 2021
PRRS Outbreak Prediction via Deep Switching Auto-Regressive Factorization Modeling M. Shamsabardeh Bahar Azari Beatriz Martínez-López 21 1 0 07 Oct 2021
Neural Latents Benchmark '21: Evaluating latent variable models of neural population activity Felix Pei Joel Ye D. Zoltowski Anqi Wu Raeed H. Chowdhury ... L. Miller Jonathan W. Pillow Il Memming Park Eva L. Dyer C. Pandarinath 50 86 0 09 Sep 2021
Learning non-stationary Langevin dynamics from stochastic observations of latent trajectories M. Genkin Owen K. Hughes Tatiana A. Engel 6 24 0 29 Dec 2020
Variational Dynamic Mixtures Chen Qiu Stephan Mandt Maja R. Rudolph BDL AI4TS 16 2 0 20 Oct 2020
Streaming Variational Monte Carlo Yuan Zhao Josue Nassar I. Jordan M. Bugallo Il Memming Park BDL 31 21 0 04 Jun 2019
MCMC using Hamiltonian dynamics Radford M. Neal 185 3,266 0 09 Jun 2012