Abstract:This paper proposes a pulse mode neural network (PMNN) based image denoising operation. Known by their outstanding future, PMNN is gaining support in the field of hardware implementation thanks to its significant compactness and higher density of integration. However, early pulse mode implementation suffers from some constraints due to the complexity of the on-chip learning ability, since the back-propagation algorithm is probably the most used, which costs much of hardware resources. To overcome this limitati… Show more
Set email alert for when this publication receives citations?
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.