Before revision:  Our results establish a novel theory of cell-type specific perturbations linking connectivity, dynamics, and information processing via gain modulations .
After revision:  Our results establish a novel theory of cell-type specific perturbations , applicable to top-down modulation as well as optogenetic and pharmacological manipulations. Our theory links connectivity, dynamics, and information processing via gain modulations .