The object of the study is a modified artificial neural network Kropotov, belonging to the class of complex self-organizing systems that demonstrate a well-known universal behavior. The model is able to generate time series, which, being displayed on a sequence of sounds, are perceived by a person as musical. Given the simplicity and locality of the principles of the model's functioning, it is proposed to consider the produced sound sequences as a kind of so-called music of a low or physiological level. Since there is a clear correlation between human perception and behavior of a complex structure, in this case we can talk about the starting point for a wide range of new original research in the fields of cognitive and related sciences.