Model comparison for automatic characterization and classification of average ERPs using visual oddball paradigm

Abstract

Objective: To determine whether automated classifiers can be used for correctly identifying target categorization responses from averaged event-related potentials (ERPs) along with identifying appropriate features and classification models for computer-assisted investigation of attentional processes.