“…While it is well known from previous theoretical findings that changing E-I balance changes the state of the network (Brunel, 2000;van Vreeswijk and Sompolinsky, 1996), the simulations further suggest that any mechanism that differentially changes the synaptic dynamics of different types of synapses (e.g., through neuromodulation; for reviews, see Lee and Dan, 2012;Zagha and McCormick, 2014) could alter the boundaries between activity regimes in complex ways. We speculate that other emergent properties, such as UP and DOWN states with two meta-stable fixed points, as observed in vivo (Steriade et al, 1993), which are not reproduced by the digital reconstruction, may require thalamocortical interactions (Hughes et al, 2002), cortico-cortical interactions (Timofeev et al, 2000), intrinsic oscillators (L} orincz et al, 2015;Sanchez-Vives and McCormick, 2000), or neuromodulation (Constantinople and Bruno, 2011;L} orincz et al, 2015;Sigalas et al, 2015).…”