Spectral learning of Bernoulli linear dynamical systems models

1 code implementation • 3 Mar 2023 • Iris R. Stone, Yotam Sagiv, Il Memming Park, Jonathan W. Pillow

Latent linear dynamical systems with Bernoulli observations provide a powerful modeling framework for identifying the temporal dynamics underlying binary time series data, which arise in a variety of contexts such as binary decision-making and discrete stochastic processes (e. g., binned neural spike trains).

Decision Making Time Series +1