A parallel algorithm based on an artificial neural network model for broadcast scheduling problems in packet radio networks is presented. The algorithm requires n x m processing elements for an n-node-MSlot radio network problem. The algorithm is verified by simulating 13 different networks. © 1993 IEEE.