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- 01GP0XNAJRX1JSEM9PF3D5ZM1S classification A1.
- 01GP0XNAJRX1JSEM9PF3D5ZM1S date "2022".
- 01GP0XNAJRX1JSEM9PF3D5ZM1S language "eng".
- 01GP0XNAJRX1JSEM9PF3D5ZM1S type journalArticle.
- 01GP0XNAJRX1JSEM9PF3D5ZM1S hasPart 01GZK02AFECJHMMTQXM0Z5B712.pdf.
- 01GP0XNAJRX1JSEM9PF3D5ZM1S subject "Technology and Engineering".
- 01GP0XNAJRX1JSEM9PF3D5ZM1S doi "10.1364/OE.449508".
- 01GP0XNAJRX1JSEM9PF3D5ZM1S issn "1094-4087".
- 01GP0XNAJRX1JSEM9PF3D5ZM1S issue "8".
- 01GP0XNAJRX1JSEM9PF3D5ZM1S volume "30".
- 01GP0XNAJRX1JSEM9PF3D5ZM1S abstract "In photonic reservoir computing, semiconductor lasers with delayed feedback have shown to be suited to efficiently solve difficult and time-consuming problems. The input data in this system is often optically injected into the reservoir. Based on numerical simulations, we show that the performance depends heavily on the way that information is encoded in this optical injection signal. In our simulations we compare different input configurations consisting of Mach-Zehnder modulators and phase modulators for injecting the signal. We observe far better performance on a one-step ahead time-series prediction task when modulating the phase of the injected signal rather than only modulating its amplitude. (C) 2022 Optica Publishing Group under the terms of the Optica Open Access Publishing Agreement".
- 01GP0XNAJRX1JSEM9PF3D5ZM1S author F55201D6-F0ED-11E1-A9DE-61C894A0A6B4.
- 01GP0XNAJRX1JSEM9PF3D5ZM1S author urn:uuid:667a49cb-7ad8-476e-8fff-6bad6468ce2e.
- 01GP0XNAJRX1JSEM9PF3D5ZM1S author urn:uuid:834d2751-d90d-4fa8-ab3c-08c6d3ba6083.
- 01GP0XNAJRX1JSEM9PF3D5ZM1S author urn:uuid:db0f4637-e145-4d2e-857c-9a6ebbdcd07b.
- 01GP0XNAJRX1JSEM9PF3D5ZM1S author urn:uuid:e7c7104b-6a50-4d9b-b3a7-794209ab4052.
- 01GP0XNAJRX1JSEM9PF3D5ZM1S dateCreated "2023-01-05T12:14:29Z".
- 01GP0XNAJRX1JSEM9PF3D5ZM1S dateModified "2024-10-29T08:55:42Z".
- 01GP0XNAJRX1JSEM9PF3D5ZM1S name "Influence of the input signal's phase modulation on the performance of optical delay-based reservoir computing using semiconductor lasers".
- 01GP0XNAJRX1JSEM9PF3D5ZM1S pagination urn:uuid:1b322fba-58ba-468c-bb29-c210db37a323.
- 01GP0XNAJRX1JSEM9PF3D5ZM1S sameAs LU-01GP0XNAJRX1JSEM9PF3D5ZM1S.
- 01GP0XNAJRX1JSEM9PF3D5ZM1S sourceOrganization urn:uuid:299d2b49-f43a-4489-b427-c956efa058ac.
- 01GP0XNAJRX1JSEM9PF3D5ZM1S sourceOrganization urn:uuid:d7bbc232-c7e8-4936-9cc2-50761ce43a22.
- 01GP0XNAJRX1JSEM9PF3D5ZM1S type A1.