Methods, apparatuses, and systems for analysis of electromagnetic activity of prefrontal cortex neurons in subjects are provided. The methods, apparatuses, and systems of the present invention can be used as a means to screen for cognitive modulators. They can be used to predict the effects of compounds such as psychostimulants and other drugs on prefrontal cortex-dependent cognition.