The research of memristor-based neural network components operation accuracy in control and communication systems

This research is aimed to create a general approach to developing methods and algorithms designed for defining and providing memristor-based artificial neural network (ANNM) components operation accuracy in control and communication systems. Here we list factors which affect the operation accuracy of memristors usied as the synapses in the ANNM. We have created Simscape models of memristor neurons and ANNM for investigating the influence of these factors on the ANNM accuracy. This article presents the results of the initial phase of our research.