Ontology highlight
ABSTRACT:
SUBMITTER: Zhong Y
PROVIDER: S-EPMC7814066 | biostudies-literature | 2021 Jan
REPOSITORIES: biostudies-literature
Nature communications 20210118 1
Reservoir computing is a highly efficient network for processing temporal signals due to its low training cost compared to standard recurrent neural networks, and generating rich reservoir states is critical in the hardware implementation. In this work, we report a parallel dynamic memristor-based reservoir computing system by applying a controllable mask process, in which the critical parameters, including state richness, feedback strength and input scaling, can be tuned by changing the mask le ...[more]