Annotation The world of computational devices and architectures has witnessed dramatic changes in the last few years, especially due to the emergence of many core processors and memristive systemsTheir long term significance lies in their enabling potentials for designing cellular neural networks (CNNsthat rely on near neighbor communication patterns to minimize interconnect overhead), and intelligent machines, with learning and adaptive capabilitiesEven more fundamental is their nonlinear dynamics that underpins biology