Ontology highlight
ABSTRACT:
SUBMITTER: Argyris A
PROVIDER: S-EPMC5981473 | biostudies-literature | 2018 May
REPOSITORIES: biostudies-literature
Scientific reports 20180531 1
Machine learning techniques have proven very efficient in assorted classification tasks. Nevertheless, processing time-dependent high-speed signals can turn into an extremely challenging task, especially when these signals have been nonlinearly distorted. Recently, analogue hardware concepts using nonlinear transient responses have been gaining significant interest for fast information processing. Here, we introduce a simplified photonic reservoir computing scheme for data classification of seve ...[more]