FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4308341791> ?p ?o ?g. }

• W4308341791 endingPage "9" @default.
• W4308341791 startingPage "1" @default.
• W4308341791 abstract "We propose and numerically demonstrate two reservoir computing (RC) schemes using multiple vertical-cavity surface-emitting lasers (VCSELs) with different external injections, i.e., self-injection and mutual injection. The virtual nodes are obtained from the orthogonal polarization modes of multiple VCSELs. We evaluate the performance of our proposed RC systems by using the chaotic time-series prediction and memory capacity (MC). Similar to edge-emitting lasers (EELs), the multiple VCSEL-based RC scheme exhibits better computing performance compared with a single VCSEL using several delay times. More interestingly, numerical results show that our proposed scheme using dual-mode is superior to that using single-mode under the scenario of the same number of virtual nodes, and the scheme using mutual injection VCSELs outperforms that using self-injection VCSELs, in which the coupling mechanism between both polarization modes may play an important role. Further, the effects of different polarized feedback/coupling configurations on both reservoir schemes are discussed in terms of the prediction performance and MC. Additionally, we demonstrate for the first time that the polarization mode competition significantly affects the parallel VCSEL-based RC performance through analyzing its dependence on the feedback phase." @default.
• W4308341791 created "2022-11-11" @default.
• W4308341791 creator A5011589801 @default.
• W4308341791 creator A5048439999 @default.
• W4308341791 creator A5064141151 @default.
• W4308341791 creator A5074236242 @default.
• W4308341791 creator A5081196619 @default.
• W4308341791 date "2023-03-01" @default.
• W4308341791 modified "2023-10-15" @default.
• W4308341791 title "Enhanced Performance of Reservoir Computing Using Multiple Self-Injection and Mutual Injection VCSELs" @default.
• W4308341791 cites W1965702053 @default.
• W4308341791 cites W1977664984 @default.
• W4308341791 cites W1991502553 @default.
• W4308341791 cites W2029939668 @default.
• W4308341791 cites W2063782756 @default.
• W4308341791 cites W2068288920 @default.
• W4308341791 cites W2577173934 @default.
• W4308341791 cites W2582417415 @default.
• W4308341791 cites W2584998015 @default.
• W4308341791 cites W2587524409 @default.
• W4308341791 cites W2613833839 @default.
• W4308341791 cites W2790046577 @default.
• W4308341791 cites W2797755165 @default.
• W4308341791 cites W2887258823 @default.
• W4308341791 cites W2890397658 @default.
• W4308341791 cites W2898551707 @default.
• W4308341791 cites W2904459956 @default.
• W4308341791 cites W2909712580 @default.
• W4308341791 cites W2952070801 @default.
• W4308341791 cites W2954291826 @default.
• W4308341791 cites W2963461769 @default.
• W4308341791 cites W2966630221 @default.
• W4308341791 cites W2966821175 @default.
• W4308341791 cites W2970661949 @default.
• W4308341791 cites W2988450345 @default.
• W4308341791 cites W3019790518 @default.
• W4308341791 cites W3031847608 @default.
• W4308341791 cites W3049614910 @default.
• W4308341791 cites W3100861466 @default.
• W4308341791 cites W3101653831 @default.
• W4308341791 cites W3102481210 @default.
• W4308341791 cites W3120189728 @default.
• W4308341791 cites W3122214732 @default.
• W4308341791 cites W3159646847 @default.
• W4308341791 cites W3160204370 @default.
• W4308341791 cites W3169552135 @default.
• W4308341791 cites W3194937375 @default.
• W4308341791 cites W3202687825 @default.
• W4308341791 cites W3212684610 @default.
• W4308341791 cites W4207045361 @default.
• W4308341791 cites W4220721854 @default.
• W4308341791 cites W4220997510 @default.
• W4308341791 cites W4221041311 @default.
• W4308341791 doi "https://doi.org/10.1109/jstqe.2022.3216628" @default.
• W4308341791 hasPublicationYear "2023" @default.
• W4308341791 type Work @default.
• W4308341791 citedByCount "2" @default.
• W4308341791 countsByYear W43083417912023 @default.
• W4308341791 crossrefType "journal-article" @default.
• W4308341791 hasAuthorship W4308341791A5011589801 @default.
• W4308341791 hasAuthorship W4308341791A5048439999 @default.
• W4308341791 hasAuthorship W4308341791A5064141151 @default.
• W4308341791 hasAuthorship W4308341791A5074236242 @default.
• W4308341791 hasAuthorship W4308341791A5081196619 @default.
• W4308341791 hasConcept C106246969 @default.
• W4308341791 hasConcept C120665830 @default.
• W4308341791 hasConcept C121332964 @default.
• W4308341791 hasConcept C131584629 @default.
• W4308341791 hasConcept C147789679 @default.
• W4308341791 hasConcept C185592680 @default.
• W4308341791 hasConcept C191897082 @default.
• W4308341791 hasConcept C192562407 @default.
• W4308341791 hasConcept C205049153 @default.
• W4308341791 hasConcept C41008148 @default.
• W4308341791 hasConcept C49040817 @default.
• W4308341791 hasConcept C520434653 @default.
• W4308341791 hasConceptScore W4308341791C106246969 @default.
• W4308341791 hasConceptScore W4308341791C120665830 @default.
• W4308341791 hasConceptScore W4308341791C121332964 @default.
• W4308341791 hasConceptScore W4308341791C131584629 @default.
• W4308341791 hasConceptScore W4308341791C147789679 @default.
• W4308341791 hasConceptScore W4308341791C185592680 @default.
• W4308341791 hasConceptScore W4308341791C191897082 @default.
• W4308341791 hasConceptScore W4308341791C192562407 @default.
• W4308341791 hasConceptScore W4308341791C205049153 @default.
• W4308341791 hasConceptScore W4308341791C41008148 @default.
• W4308341791 hasConceptScore W4308341791C49040817 @default.
• W4308341791 hasConceptScore W4308341791C520434653 @default.
• W4308341791 hasFunder F4320321001 @default.
• W4308341791 hasFunder F4320322769 @default.
• W4308341791 hasIssue "2: Optical Computing" @default.
• W4308341791 hasLocation W43083417911 @default.
• W4308341791 hasOpenAccess W4308341791 @default.
• W4308341791 hasPrimaryLocation W43083417911 @default.
• W4308341791 hasRelatedWork W1881511677 @default.
• W4308341791 hasRelatedWork W1995726621 @default.
• W4308341791 hasRelatedWork W2041223447 @default.
• W4308341791 hasRelatedWork W2058676402 @default.

• next