Title :
Silicon-on-insulator microring resonator all-optical reservoir computing scheme for high-speed applications
Author :
Mesaritakis, Charis ; Syvridis, Dimitris
Author_Institution :
Dept. Inf. & Telecommun., Nat. & Kapodistrian Univ. of Athens, Athens, Greece
Abstract :
An all-optical reservoir computing scheme is proposed that consists of a matrix of randomly interconnected microrings. This scheme allowed the all-optical classification of 32bit long digital words encoded as optical NRZ pulses with a rate of 160Gbps exhibiting a mean square error of 0.3%.
Keywords :
high-speed optical techniques; mean square error methods; micro-optics; microcavities; optical computing; optical interconnections; silicon-on-insulator; SOI microring resonator all-optical reservoir computing scheme; high-speed applications; mean square error; optical NRZ pulses; randomly interconnected microring matrix; silicon-on-insulator; Adaptive optics; Couplings; Nonlinear optics; Optical device fabrication; Optical pulses; Optical signal processing; Reservoirs;
Conference_Titel :
Group IV Photonics (GFP), 2014 IEEE 11th International Conference on
Conference_Location :
Paris
Print_ISBN :
978-1-4799-2282-6
DOI :
10.1109/Group4.2014.6962037
