FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3216437257> ?p ?o ?g. }

• W3216437257 abstract "Quantum machine learning (QML) algorithms have obtained great relevance in the machine learning (ML) field due to the promise of quantum speedups when performing basic linear algebra subroutines (BLAS), a fundamental element in most ML algorithms. By making use of BLAS operations, we propose, implement and analyze a quantum k-means (qk-means) algorithm with a low time complexity of $mathcal{O}(NKlog(D)I/C)$ to apply it to the fundamental problem of discriminating quantum states at readout. Discriminating quantum states allows the identification of quantum states $|0rangle$ and $|1rangle$ from low-level in-phase and quadrature signal (IQ) data, and can be done using custom ML models. In order to reduce dependency on a classical computer, we use the qk-means to perform state discrimination on the IBMQ Bogota device and managed to find assignment fidelities of up to 98.7% that were only marginally lower than that of the k-means algorithm. Inspection of assignment fidelity scores resulting from applying both algorithms to a combination of quantum states showed concordance to our correlation analysis using Pearson Correlation coefficients, where evidence shows cross-talk in the (1, 2) and (2, 3) neighboring qubit couples for the analyzed device." @default.
• W3216437257 created "2021-12-06" @default.
• W3216437257 creator A5009921171 @default.
• W3216437257 creator A5010308341 @default.
• W3216437257 creator A5047288261 @default.
• W3216437257 date "2021-11-01" @default.
• W3216437257 modified "2023-09-26" @default.
• W3216437257 title "Discriminating Quantum States with Quantum Machine Learning" @default.
• W3216437257 cites W1492999010 @default.
• W3216437257 cites W1567452835 @default.
• W3216437257 cites W1613088149 @default.
• W3216437257 cites W1969310365 @default.
• W3216437257 cites W1981783889 @default.
• W3216437257 cites W1988369744 @default.
• W3216437257 cites W2042127289 @default.
• W3216437257 cites W2073459066 @default.
• W3216437257 cites W2101234009 @default.
• W3216437257 cites W2103956991 @default.
• W3216437257 cites W2120802379 @default.
• W3216437257 cites W2161685427 @default.
• W3216437257 cites W2170620327 @default.
• W3216437257 cites W2286679677 @default.
• W3216437257 cites W2296095078 @default.
• W3216437257 cites W2298410160 @default.
• W3216437257 cites W2521267242 @default.
• W3216437257 cites W2559394418 @default.
• W3216437257 cites W2761673598 @default.
• W3216437257 cites W2781738013 @default.
• W3216437257 cites W2891199480 @default.
• W3216437257 cites W2914727440 @default.
• W3216437257 cites W2962698288 @default.
• W3216437257 cites W2963331258 @default.
• W3216437257 cites W2972626433 @default.
• W3216437257 cites W3000698183 @default.
• W3216437257 cites W3041333143 @default.
• W3216437257 cites W3048565670 @default.
• W3216437257 cites W3087961421 @default.
• W3216437257 cites W3104599990 @default.
• W3216437257 cites W3104660409 @default.
• W3216437257 cites W3105628762 @default.
• W3216437257 cites W3116759257 @default.
• W3216437257 cites W3128715051 @default.
• W3216437257 cites W3162472199 @default.
• W3216437257 cites W3217033513 @default.
• W3216437257 cites W32507011 @default.
• W3216437257 doi "https://doi.org/10.1109/icrc53822.2021.00018" @default.
• W3216437257 hasPublicationYear "2021" @default.
• W3216437257 type Work @default.
• W3216437257 sameAs 3216437257 @default.
• W3216437257 citedByCount "0" @default.
• W3216437257 crossrefType "proceedings-article" @default.
• W3216437257 hasAuthorship W3216437257A5009921171 @default.
• W3216437257 hasAuthorship W3216437257A5010308341 @default.
• W3216437257 hasAuthorship W3216437257A5047288261 @default.
• W3216437257 hasBestOaLocation W32164372572 @default.
• W3216437257 hasConcept C111919701 @default.
• W3216437257 hasConcept C11413529 @default.
• W3216437257 hasConcept C121332964 @default.
• W3216437257 hasConcept C137019171 @default.
• W3216437257 hasConcept C15706264 @default.
• W3216437257 hasConcept C192122513 @default.
• W3216437257 hasConcept C203087015 @default.
• W3216437257 hasConcept C2779094486 @default.
• W3216437257 hasConcept C33923547 @default.
• W3216437257 hasConcept C41008148 @default.
• W3216437257 hasConcept C51003876 @default.
• W3216437257 hasConcept C58053490 @default.
• W3216437257 hasConcept C62520636 @default.
• W3216437257 hasConcept C84114770 @default.
• W3216437257 hasConcept C96147967 @default.
• W3216437257 hasConceptScore W3216437257C111919701 @default.
• W3216437257 hasConceptScore W3216437257C11413529 @default.
• W3216437257 hasConceptScore W3216437257C121332964 @default.
• W3216437257 hasConceptScore W3216437257C137019171 @default.
• W3216437257 hasConceptScore W3216437257C15706264 @default.
• W3216437257 hasConceptScore W3216437257C192122513 @default.
• W3216437257 hasConceptScore W3216437257C203087015 @default.
• W3216437257 hasConceptScore W3216437257C2779094486 @default.
• W3216437257 hasConceptScore W3216437257C33923547 @default.
• W3216437257 hasConceptScore W3216437257C41008148 @default.
• W3216437257 hasConceptScore W3216437257C51003876 @default.
• W3216437257 hasConceptScore W3216437257C58053490 @default.
• W3216437257 hasConceptScore W3216437257C62520636 @default.
• W3216437257 hasConceptScore W3216437257C84114770 @default.
• W3216437257 hasConceptScore W3216437257C96147967 @default.
• W3216437257 hasFunder F4320306084 @default.
• W3216437257 hasFunder F4320332359 @default.
• W3216437257 hasFunder F4320337506 @default.
• W3216437257 hasFunder F4320337513 @default.
• W3216437257 hasLocation W32164372571 @default.
• W3216437257 hasLocation W32164372572 @default.
• W3216437257 hasLocation W32164372573 @default.
• W3216437257 hasOpenAccess W3216437257 @default.
• W3216437257 hasPrimaryLocation W32164372571 @default.
• W3216437257 hasRelatedWork W1589610105 @default.
• W3216437257 hasRelatedWork W1967578724 @default.
• W3216437257 hasRelatedWork W2798882397 @default.
• W3216437257 hasRelatedWork W2906136444 @default.
• W3216437257 hasRelatedWork W3103522434 @default.
• W3216437257 hasRelatedWork W3154003520 @default.

• next