GIBBS MEASURES ON ATTRACTORS IN BIOLOGICAL NEURAL NETWORKS Tatyana Turova, Matematisk Statistik i Lund We consider a class of nonreversible processes with a local interaction. It is also a model of biological neural network. We study the structure of equilibrium measures on attractors. It appears that there are first- and second-order phase transitions with respect to the grey level parameter.