Recursive Sparse Point Process Regression with Application to Spectrotemporal Receptive Field Plasticity Analysis

no code implementations • 16 Jul 2015 • Alireza Sheikhattar, Jonathan B. Fritz, Shihab A. Shamma, Behtash Babadi

We consider the problem of estimating the sparse time-varying parameter vectors of a point process model in an online fashion, where the observations and inputs respectively consist of binary and continuous time series.

regression Time Series +1