Matches in SemOpenAlex for { <https://semopenalex.org/work/W4283692007> ?p ?o ?g. }
Showing items 1 to 89 of
89
with 100 items per page.
- W4283692007 abstract "Artificial Neural Networks are computing models that have been leading the progress in Machine Learning applications. In parallel, the first quantum computing devices have become available, paving the way for a new paradigm in information processing. Data representation is important for machine learning models. High-dimensional data can be converted to low dimensional codes efficiently by an artificial neural network. Due to quantum properties, a quantum algorithm can also perform this task, leaving only the neural network to perform the classification. In this paper, a quantum angle encoding algorithm is used to encode the vibration data into a binary representation, leaving the artificial neural networks for the classification. The vibration data in converted by applying a rotation on each of the Bloch sphere axes (X, Y and Z). After the rotation is performed, a measurement is made, collapsing the state into a single binary representation (0 or 1). Using the original and the converted data, multiple artificial neural networks topologies were trained to classify the data." @default.
- W4283692007 created "2022-06-30" @default.
- W4283692007 creator A5040064095 @default.
- W4283692007 creator A5051223030 @default.
- W4283692007 creator A5053946014 @default.
- W4283692007 date "2022-05-29" @default.
- W4283692007 modified "2023-10-18" @default.
- W4283692007 title "Classifying Mechanical Vibrations using Artificial Neural Networks and Quantum Angle Encoding" @default.
- W4283692007 cites W1976823679 @default.
- W4283692007 cites W1979877624 @default.
- W4283692007 cites W1989554150 @default.
- W4283692007 cites W2006436281 @default.
- W4283692007 cites W2014884277 @default.
- W4283692007 cites W2046467098 @default.
- W4283692007 cites W2077422693 @default.
- W4283692007 cites W2084652510 @default.
- W4283692007 cites W2092457376 @default.
- W4283692007 cites W2120058449 @default.
- W4283692007 cites W2122730812 @default.
- W4283692007 cites W2317242128 @default.
- W4283692007 cites W2465786310 @default.
- W4283692007 cites W2547186455 @default.
- W4283692007 cites W3098599423 @default.
- W4283692007 cites W3108101623 @default.
- W4283692007 cites W3111297213 @default.
- W4283692007 doi "https://doi.org/10.1109/iccc54292.2022.9805920" @default.
- W4283692007 hasPublicationYear "2022" @default.
- W4283692007 type Work @default.
- W4283692007 citedByCount "0" @default.
- W4283692007 crossrefType "proceedings-article" @default.
- W4283692007 hasAuthorship W4283692007A5040064095 @default.
- W4283692007 hasAuthorship W4283692007A5051223030 @default.
- W4283692007 hasAuthorship W4283692007A5053946014 @default.
- W4283692007 hasConcept C114614502 @default.
- W4283692007 hasConcept C121332964 @default.
- W4283692007 hasConcept C125411270 @default.
- W4283692007 hasConcept C136277988 @default.
- W4283692007 hasConcept C153180895 @default.
- W4283692007 hasConcept C154945302 @default.
- W4283692007 hasConcept C17744445 @default.
- W4283692007 hasConcept C184720557 @default.
- W4283692007 hasConcept C199539241 @default.
- W4283692007 hasConcept C203087015 @default.
- W4283692007 hasConcept C2776359362 @default.
- W4283692007 hasConcept C33923547 @default.
- W4283692007 hasConcept C41008148 @default.
- W4283692007 hasConcept C48372109 @default.
- W4283692007 hasConcept C50644808 @default.
- W4283692007 hasConcept C58053490 @default.
- W4283692007 hasConcept C62520636 @default.
- W4283692007 hasConcept C84114770 @default.
- W4283692007 hasConcept C94375191 @default.
- W4283692007 hasConcept C94625758 @default.
- W4283692007 hasConceptScore W4283692007C114614502 @default.
- W4283692007 hasConceptScore W4283692007C121332964 @default.
- W4283692007 hasConceptScore W4283692007C125411270 @default.
- W4283692007 hasConceptScore W4283692007C136277988 @default.
- W4283692007 hasConceptScore W4283692007C153180895 @default.
- W4283692007 hasConceptScore W4283692007C154945302 @default.
- W4283692007 hasConceptScore W4283692007C17744445 @default.
- W4283692007 hasConceptScore W4283692007C184720557 @default.
- W4283692007 hasConceptScore W4283692007C199539241 @default.
- W4283692007 hasConceptScore W4283692007C203087015 @default.
- W4283692007 hasConceptScore W4283692007C2776359362 @default.
- W4283692007 hasConceptScore W4283692007C33923547 @default.
- W4283692007 hasConceptScore W4283692007C41008148 @default.
- W4283692007 hasConceptScore W4283692007C48372109 @default.
- W4283692007 hasConceptScore W4283692007C50644808 @default.
- W4283692007 hasConceptScore W4283692007C58053490 @default.
- W4283692007 hasConceptScore W4283692007C62520636 @default.
- W4283692007 hasConceptScore W4283692007C84114770 @default.
- W4283692007 hasConceptScore W4283692007C94375191 @default.
- W4283692007 hasConceptScore W4283692007C94625758 @default.
- W4283692007 hasLocation W42836920071 @default.
- W4283692007 hasOpenAccess W4283692007 @default.
- W4283692007 hasPrimaryLocation W42836920071 @default.
- W4283692007 hasRelatedWork W1504338851 @default.
- W4283692007 hasRelatedWork W1618437549 @default.
- W4283692007 hasRelatedWork W2093462374 @default.
- W4283692007 hasRelatedWork W2207021851 @default.
- W4283692007 hasRelatedWork W2389073067 @default.
- W4283692007 hasRelatedWork W2794275775 @default.
- W4283692007 hasRelatedWork W2917978699 @default.
- W4283692007 hasRelatedWork W3101013995 @default.
- W4283692007 hasRelatedWork W3185218998 @default.
- W4283692007 hasRelatedWork W3212040173 @default.
- W4283692007 isParatext "false" @default.
- W4283692007 isRetracted "false" @default.
- W4283692007 workType "article" @default.