In this project we are interested in investigating the dynamical state of neural activity during different behavioral states (e.g. attention state) or cognitive processes (e.g. memory consolidation) and across different modalities (spikes, LFP, BOLD). We analyze recorded neural activity and use computational models to suggest possible mechanistic descriptions for the state transitions in cortical dynamics.