title: L∞ analysis and state-feedback control of Hopfield networks.
abstract: A nonsymmetric version of Hopfield networks subject to bounded disturbances is considered. Such networks arise in the context of visuo-motor control loops and may, therefore, be used to mimic their complex behavior. In this brief, we adopt the Lur'e-Postnikov systems approach to analyze the induced L∞ gain of generalized Hopfield networks. A state-feedback control is then designed to accomplish the L∞-type performance for Hopfield networks. The results are illustrated through numerical examples.
authors.forename: Adriannmihail
authors.initials: A
authors.lastname: Stoica
authors.forename: Isaac
authors.initials: I
authors.lastname: Yaesh