A Discriminative Approach to Bayesian Filtering with Applications to Human Neural Decoding

by Michael Craig Burkhart

**Abstract**: Given a stationary state-space model that relates a sequence of hidden states and corresponding measurements or observations, Bayesian filtering provides a principled statistical fram…