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One-shot learning f...
One-shot learning for modulation format identification in evolving optical networks
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- Natalino Da Silva, Carlos, 1987 (författare)
- Chalmers University of Technology, Sweden,Chalmers tekniska högskola
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- Udalcovs, Aleksejs (författare)
- RISE,Acreo,RISE Research Institutes of Sweden
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- Wosinska, Lena, 1951 (författare)
- Chalmers University of Technology, Sweden,Chalmers tekniska högskola
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- Ozolins, Oskars (författare)
- RISE,Acreo,RISE Research Institutes of Sweden
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- Furdek Prekratic, Marija, 1985 (författare)
- Chalmers University of Technology, Sweden,Chalmers tekniska högskola
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(creator_code:org_t)
- OSA - The Optical Society, 2017
- 2017
- Engelska.
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Ingår i: Optics InfoBase Conference Papers. - : OSA - The Optical Society. - 9781557528209 ; Part F131-IPRSN 2019
- Relaterad länk:
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https://research.cha... (primary) (free)
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https://urn.kb.se/re...
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https://research.cha...
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https://research.cha...
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Abstract
Ämnesord
Stäng
- We report on the first successful application of one-shot machine learning scheme that identifies new modulation formats based on a single constellation diagram without re-training. 100% accuracy is achieved when expanding from 2 to 5 supported modulation formats. © 2019 The Author(s).
Ämnesord
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Telekommunikation (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Telecommunications (hsv//eng)
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Datorsystem (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Computer Systems (hsv//eng)
Nyckelord
- Nanophotonics
- Optical signal processing
- Photonics
- Constellation diagrams
- Modulation formats
- New modulation formats
- One-shot learning
- Modulation
Publikations- och innehållstyp
- ref (ämneskategori)
- kon (ämneskategori)
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