Most adult cortical dynamics are dominated by a minority of highly active neurons distributed within a silent neuronal mass. If cortical spikes are sparse, spiking of single distinct neurons can impact on network dynamics and drive an animal’s behavior. It is thus essential to understand whether this active and powerful minority is predetermined and if true to uncover the rules by which it is set during development. We hypothesize that birthdate is a critical determinant of neuronal network function into adulthood. More specifically, we reason that neurons that are born the earliest are primed to participate into adult network dynamics. The goal of this proposal was to challenge this original hypothesis, which is considerably fed by our past work aiming at understanding how cortical networks function and assemble during development. We have analyzed the structure and function of early born GABA and glutamate neurons, in the adult mouse hippocampus, mainly in vivo, where the extensive and long-range connectivity of these cells is preserved. To this aim, we have translated from the in vitro to the in vivo situation, our multidisciplinary method to investigate structure-dynamics relationship in cortical networks. This project is important because it spans various disciplines ranging from developmental biology to systems neuroscience and complex systems. Given the importance of pioneer, early born cells during development and in memory-associated network dynamics, this project has shed new light on the circuit basis of developmental and network disorders. We have shown that pioneer cells display remarkable morpho-physiological properties and connectivity schemes supporting their critical involvement in hippocampal CA1 assemblies in the adult.