Applying the genetic programming to modeling of diffusion processes by using the CNN and its applications to the synchronization.Cellular neural network and its application in the diagnosis of abnormal automobile sound.Cellular neural network in image filtration tasks.Cellular neural networks and its application for abnormal detection - optimization of the cellular neural networks by designing an output function.