\input zb-basic \input zb-ioport \iteman{io-port 05721202} \itemau{Schilders, W.H.A.} \itemti{Predicting the topology of dynamic neural networks for the simulation of electronic circuits.} \itemso{Neurocomputing 73, No. 1-3, 127-132 (2009).} \itemab Summary: We discuss the use of the state-space modelling MOESP algorithm to generate precise information about the number of neurons and hidden layers in dynamic neural networks developed for the behavioural modelling of electronic circuits. The Bartels-Stewart algorithm is used to transform the information from the MOESP algorithm to the neural network formalism. The technique is related to the class of model order reduction algorithms that receives much attention in recent years, especially in the electronics industry. \itemrv{~} \itemcc{} \itemut{model order reduction; dynamic neural networks; MOEST algorithm; bartels-stewart algorithm; electronic circuit simulation} \itemli{doi:10.1016/j.neucom.2009.06.011} \end