“…The control of this process is thought to be the basis of cognition, and irregularities are thought to be at the core of many mental disorders, substance abuse, and seizures. Functional connectivity, an important component of this problem, has been studied at the cognitive level using fMRI (Logothetis, 2003 ; Zhou et al, 2009 ), MEG (Owen et al, 2009 ; Stam, 2009 ; Babajani-Feremi and Soltanian-Zadeh, 2010 ), and EEG (Cantero et al, 2009 ; Carbonell et al, 2009 ; de Haan et al, 2009 ), and at the microcircuit level using multi-electrode arrays (Chiu and Weliky, 2002 ; Pillow et al, 2008 ; Ye et al, 2008 ; Field et al, 2010 ) and optical imaging techniques (Cacciatore et al, 1999 ; Taylor et al, 2003 ). While these approaches have yielded important insights into brain function, they have typically either addressed global pathways or microcircuitry without linking the two together.…”