Bioinspired computing with synaptic elements

Unconventional computing (UCOMP) paradigms have been suggested to address and overcome a range of limitations of ordinary digital classical computers. In this case study we describe efforts to use nanoscale switching networks for digital and analogue/neuromorphic computing, with emphasis on synaptic networks based on various kinds of memristors.