SCHEDULE
SCHEDULE
MORNING SESSION
9:30 am - 10:00 am
Setting the stage: Important preliminaries, concepts and challenges in dynamical systems reconstruction
Organizers
10:00 am - 10:30 am
Fields, flows and time-delay embedding
Bing Brunton
10:30 am - 11:00 am
High-dimensional feedforward circuits underlie low-dimensional attractor dynamics in cortex
Kayvon Daie
11:00 am - 11:15 am
Coffee Break
11:15 am - 11:45 am
Evaluating dynamical systems hypotheses using direct neural perturbations
Lea Duncker
11:45 am - 12:30 pm
Discussion: Bird's eye view
AFTERNOON SESSION
15:30 pm - 15:50 pm
iLQR-VAE : learning input-driven dynamical systems from data
Marine Schimel
15:50 pm - 16:10 pm
Reverse engineering entorhinal dynamics during spontaneous remapping using LFADS-JSLDS
David Zoltowski
16:10 pm - 16:30 pm
Importance of Network Training Algorithm for Dynamical Systems Reconstruction
Florian Hess
16:30 pm - 16:50 pm
Large-scale variational Gaussian state-space models
Matthew Dowling
16:50 pm - 17:10 pm
Coffee Break
17:10 pm - 17:40 pm
Smoothly Switching Linear Dynamical Systems
Scott Linderman
17:40 pm - 18:10 pm
Toward a multi-modal foundation model for neuroscience
Eva Dyer
18:10 pm - 18:30 pm
Discussion: Ground level view