FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3189302605> ?p ?o ?g. }

• W3189302605 abstract "Reservoir computing is a powerful machine learning paradigm for online time series processing. It has reached state-of-the-art performance in tasks such as chaotic time series prediction and continuous speech recognition thanks to its unique combination of high computational power and low training cost which sets it aside from alternatives such as traditionally trained recurrent neural networks, and furthermore is amenable to implementations in dedicated hardware, potentially leading to extremely compact and efficient reservoir computers. Recently the use of random quantum systems has been proposed, leveraging the complexity of quantum dynamics for classical time series processing. Extracting the output from a quantum system without disturbing its state too much is problematic however, and can be expected to become a bottleneck in such approaches. Here we propose a reservoir computing inspired approach to online processing of time series consisting of quantum information, sidestepping the measurement problem. We illustrate its power by generalizing two paradigmatic benchmark tasks from classical reservoir computing to quantum information and introducing a task without a classical analogue where a random system is trained to both create and distribute entanglement between systems that never directly interact. Finally, we discuss partial generalizations where only the input or only the output time series is quantum." @default.
• W3189302605 created "2021-08-16" @default.
• W3189302605 creator A5067260398 @default.
• W3189302605 date "2023-05-11" @default.
• W3189302605 modified "2023-10-17" @default.
• W3189302605 title "Online quantum time series processing with random oscillator networks" @default.
• W3189302605 cites W1517692491 @default.
• W3189302605 cites W1905230301 @default.
• W3189302605 cites W1968807535 @default.
• W3189302605 cites W1984004232 @default.
• W3189302605 cites W1986964674 @default.
• W3189302605 cites W2073148984 @default.
• W3189302605 cites W2083357246 @default.
• W3189302605 cites W2120008439 @default.
• W3189302605 cites W2135246499 @default.
• W3189302605 cites W2142739935 @default.
• W3189302605 cites W2155520749 @default.
• W3189302605 cites W2156499297 @default.
• W3189302605 cites W2160068178 @default.
• W3189302605 cites W2177933918 @default.
• W3189302605 cites W2228727557 @default.
• W3189302605 cites W2254754114 @default.
• W3189302605 cites W2753663215 @default.
• W3189302605 cites W2805713135 @default.
• W3189302605 cites W2887258823 @default.
• W3189302605 cites W2942202612 @default.
• W3189302605 cites W3008802627 @default.
• W3189302605 cites W3011898207 @default.
• W3189302605 cites W3034256547 @default.
• W3189302605 cites W3046475732 @default.
• W3189302605 cites W3083383871 @default.
• W3189302605 cites W3093316390 @default.
• W3189302605 cites W3100300618 @default.
• W3189302605 cites W3100368702 @default.
• W3189302605 cites W3100933914 @default.
• W3189302605 cites W3101465594 @default.
• W3189302605 cites W3103245072 @default.
• W3189302605 cites W3104154834 @default.
• W3189302605 cites W3132491925 @default.
• W3189302605 cites W3133598469 @default.
• W3189302605 cites W3151606634 @default.
• W3189302605 cites W3161918834 @default.
• W3189302605 cites W3196098577 @default.
• W3189302605 cites W3199232041 @default.
• W3189302605 cites W3204692972 @default.
• W3189302605 cites W3214007446 @default.
• W3189302605 cites W3214892380 @default.
• W3189302605 cites W4225726359 @default.
• W3189302605 cites W4245345046 @default.
• W3189302605 doi "https://doi.org/10.1038/s41598-023-34811-7" @default.
• W3189302605 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/37169824" @default.
• W3189302605 hasPublicationYear "2023" @default.
• W3189302605 type Work @default.
• W3189302605 sameAs 3189302605 @default.
• W3189302605 citedByCount "0" @default.
• W3189302605 crossrefType "journal-article" @default.
• W3189302605 hasAuthorship W3189302605A5067260398 @default.
• W3189302605 hasBestOaLocation W31893026051 @default.
• W3189302605 hasConcept C121040770 @default.
• W3189302605 hasConcept C121332964 @default.
• W3189302605 hasConcept C13280743 @default.
• W3189302605 hasConcept C135796866 @default.
• W3189302605 hasConcept C143724316 @default.
• W3189302605 hasConcept C147168706 @default.
• W3189302605 hasConcept C149635348 @default.
• W3189302605 hasConcept C151730666 @default.
• W3189302605 hasConcept C154945302 @default.
• W3189302605 hasConcept C185798385 @default.
• W3189302605 hasConcept C205649164 @default.
• W3189302605 hasConcept C2778926657 @default.
• W3189302605 hasConcept C2780513914 @default.
• W3189302605 hasConcept C41008148 @default.
• W3189302605 hasConcept C50644808 @default.
• W3189302605 hasConcept C58053490 @default.
• W3189302605 hasConcept C62520636 @default.
• W3189302605 hasConcept C80444323 @default.
• W3189302605 hasConcept C84114770 @default.
• W3189302605 hasConcept C86803240 @default.
• W3189302605 hasConceptScore W3189302605C121040770 @default.
• W3189302605 hasConceptScore W3189302605C121332964 @default.
• W3189302605 hasConceptScore W3189302605C13280743 @default.
• W3189302605 hasConceptScore W3189302605C135796866 @default.
• W3189302605 hasConceptScore W3189302605C143724316 @default.
• W3189302605 hasConceptScore W3189302605C147168706 @default.
• W3189302605 hasConceptScore W3189302605C149635348 @default.
• W3189302605 hasConceptScore W3189302605C151730666 @default.
• W3189302605 hasConceptScore W3189302605C154945302 @default.
• W3189302605 hasConceptScore W3189302605C185798385 @default.
• W3189302605 hasConceptScore W3189302605C205649164 @default.
• W3189302605 hasConceptScore W3189302605C2778926657 @default.
• W3189302605 hasConceptScore W3189302605C2780513914 @default.
• W3189302605 hasConceptScore W3189302605C41008148 @default.
• W3189302605 hasConceptScore W3189302605C50644808 @default.
• W3189302605 hasConceptScore W3189302605C58053490 @default.
• W3189302605 hasConceptScore W3189302605C62520636 @default.
• W3189302605 hasConceptScore W3189302605C80444323 @default.
• W3189302605 hasConceptScore W3189302605C84114770 @default.
• W3189302605 hasConceptScore W3189302605C86803240 @default.
• W3189302605 hasIssue "1" @default.
• W3189302605 hasLocation W31893026051 @default.

• next