Abstract: In this paper, the principle, mathematical description and algorithm for constructing non-linear system state-observer via artificial neural network K-Net has been studied. By example selected from literature, the computer simulations have been done. Such kind of neural network based state-observer has good properties, clear structure, simple algorithm and good adaptability.