Evoked Component Analysis (ECA): Decomposing the Functional Ultrasound Signal with GLM-Regularization
Aybüke Erol, Bastian S. Generowicz, Pieter Kruizinga, Borbála Hunyadi · 2023
We propose a novel technique for identifying evoked components by using prior information of the stimulus time course as a guiding factor, allowing for modeling of trial variability, in a regularized optimization framework.