In this paper, we have studied an important class of first order differential equations with nonlinear delayed feedback. The nonlocal dynamics of such equations was investigated by analytical and numeric–analytical methods. An approach based on asymptotic analysis made it possible to study attractors consisting of impulse type solutions. We obtained some numerical characteristics of irregular oscillations and studied their dependence on the delay.