Microwave Neural Networks are introduced. These are microwave subsystems, designed on basis of the emerging Artificial Neural Network Theory, that together with inhomogenous antenna arrays, are able to perform identification tasks of radar emitters, in real time. A model is presented and its properties are commented. Considerations about the physical realization of such systems are given.