We employ a diverse range of tools from statistical physics, dynamical systems and control theory, information theory, Pareto analysis, bifurcation theory, functional data analysis, and big-data analytics applied to high-resolution, mass-scale measurements in different modalities to uncover fundamental computational principles underlying complex cognitive phenomena such as: creativity, togetherness, learning, memory, and geometrical and physical intuitions.