Temporal networks model how the interaction between elements in a complex system evolves over time. Just as systems display collective dynamics, here we interpret temporal trajectories performing motion graph space, following latent dynamical system. Under this paradigm, propose way to measure network pulsates and collectively fluctuates time space. To aim, extend notion of linear correlation f...