In this paper it is shown that, with slight modifications, State Controlled CNNs (SC-CNNs) are able to approximate the behaviour of a class of complex dynamics with multivariable nonlinearities. In particular, in the so-called Extended SC-CNN defined in this work, the output nonlinearity shape has been modified, and a new template acting on the output function of the cell has been introduced. The needed circuitry to extend SC-CNNs, together with SPICE simulations of the new system, are here reported in order to confirm the suitability of the approach.
|Titolo:||Extending the CNN Paradigm to Approximate Chaotic Systems with Multivariable Nonlinearities|
|Data di pubblicazione:||2000|
|Nome del convegno:||IEEE International Symposium on Circuits and Systems, ISCAS 2000|
|Digital Object Identifier (DOI):||http://dx.doi.org/10.1109/ISCAS.2000.857383|
|Appare nelle tipologie:||4.1 Contributo in Atti di convegno|