Matches in SemOpenAlex for { <https://semopenalex.org/work/W4380686977> ?p ?o ?g. }
Showing items 1 to 69 of
69
with 100 items per page.
- W4380686977 abstract "In light of recent achievements in optical computing and machine learning, we consider the conditions under which all-optical computing may surpass electronic and optoelectronic computing in terms of energy efficiency and scalability. When considering the performance of a system as a whole, the cost of memory access and data acquisition is likely to be one of the main efficiency bottlenecks not only for electronic, but also for optoelectronic and all-optical devices. However, we predict that all-optical devices will be at an advantage in the case of inference in large neural network models, and the advantage will be particularly large in the case of generative models. We also consider the limitations of all-optical neural networks including footprint, strength of nonlinearity, optical signal degradation, limited precision of computations, and quantum noise." @default.
- W4380686977 created "2023-06-15" @default.
- W4380686977 creator A5015326246 @default.
- W4380686977 creator A5059974027 @default.
- W4380686977 creator A5064907221 @default.
- W4380686977 date "2023-06-11" @default.
- W4380686977 modified "2023-09-23" @default.
- W4380686977 title "The role of all-optical neural networks" @default.
- W4380686977 doi "https://doi.org/10.48550/arxiv.2306.06632" @default.
- W4380686977 hasPublicationYear "2023" @default.
- W4380686977 type Work @default.
- W4380686977 citedByCount "0" @default.
- W4380686977 crossrefType "posted-content" @default.
- W4380686977 hasAuthorship W4380686977A5015326246 @default.
- W4380686977 hasAuthorship W4380686977A5059974027 @default.
- W4380686977 hasAuthorship W4380686977A5064907221 @default.
- W4380686977 hasBestOaLocation W43806869771 @default.
- W4380686977 hasConcept C111919701 @default.
- W4380686977 hasConcept C113775141 @default.
- W4380686977 hasConcept C11413529 @default.
- W4380686977 hasConcept C115961682 @default.
- W4380686977 hasConcept C119599485 @default.
- W4380686977 hasConcept C127413603 @default.
- W4380686977 hasConcept C148204187 @default.
- W4380686977 hasConcept C154945302 @default.
- W4380686977 hasConcept C24326235 @default.
- W4380686977 hasConcept C2742236 @default.
- W4380686977 hasConcept C2776214188 @default.
- W4380686977 hasConcept C41008148 @default.
- W4380686977 hasConcept C45374587 @default.
- W4380686977 hasConcept C48044578 @default.
- W4380686977 hasConcept C50644808 @default.
- W4380686977 hasConcept C74912251 @default.
- W4380686977 hasConcept C77088390 @default.
- W4380686977 hasConcept C99498987 @default.
- W4380686977 hasConceptScore W4380686977C111919701 @default.
- W4380686977 hasConceptScore W4380686977C113775141 @default.
- W4380686977 hasConceptScore W4380686977C11413529 @default.
- W4380686977 hasConceptScore W4380686977C115961682 @default.
- W4380686977 hasConceptScore W4380686977C119599485 @default.
- W4380686977 hasConceptScore W4380686977C127413603 @default.
- W4380686977 hasConceptScore W4380686977C148204187 @default.
- W4380686977 hasConceptScore W4380686977C154945302 @default.
- W4380686977 hasConceptScore W4380686977C24326235 @default.
- W4380686977 hasConceptScore W4380686977C2742236 @default.
- W4380686977 hasConceptScore W4380686977C2776214188 @default.
- W4380686977 hasConceptScore W4380686977C41008148 @default.
- W4380686977 hasConceptScore W4380686977C45374587 @default.
- W4380686977 hasConceptScore W4380686977C48044578 @default.
- W4380686977 hasConceptScore W4380686977C50644808 @default.
- W4380686977 hasConceptScore W4380686977C74912251 @default.
- W4380686977 hasConceptScore W4380686977C77088390 @default.
- W4380686977 hasConceptScore W4380686977C99498987 @default.
- W4380686977 hasLocation W43806869771 @default.
- W4380686977 hasOpenAccess W4380686977 @default.
- W4380686977 hasPrimaryLocation W43806869771 @default.
- W4380686977 hasRelatedWork W2099277881 @default.
- W4380686977 hasRelatedWork W2352648941 @default.
- W4380686977 hasRelatedWork W2375463041 @default.
- W4380686977 hasRelatedWork W2807239565 @default.
- W4380686977 hasRelatedWork W3094340691 @default.
- W4380686977 hasRelatedWork W3136652852 @default.
- W4380686977 hasRelatedWork W3180201702 @default.
- W4380686977 hasRelatedWork W4318348488 @default.
- W4380686977 hasRelatedWork W4320458596 @default.
- W4380686977 hasRelatedWork W2132996594 @default.
- W4380686977 isParatext "false" @default.
- W4380686977 isRetracted "false" @default.
- W4380686977 workType "article" @default.