Ontology highlight
ABSTRACT:
SUBMITTER: Deng L
PROVIDER: S-EPMC4473596 | biostudies-literature | 2015 Jun
REPOSITORIES: biostudies-literature
Deng Lei L Li Guoqi G Deng Ning N Wang Dong D Zhang Ziyang Z He Wei W Li Huanglong H Pei Jing J Shi Luping L
Scientific reports 20150619
The emerging memristor-based neuromorphic engineering promises an efficient computing paradigm. However, the lack of both internal dynamics in the previous feedforward memristive networks and efficient learning algorithms in recurrent networks, fundamentally limits the learning ability of existing systems. In this work, we propose a framework to support complex learning functions by introducing dedicated learning algorithms to a bio-plausible recurrent memristive network with internal dynamics. ...[more]