Matches in SemOpenAlex for { <https://semopenalex.org/work/W2586062925> ?p ?o ?g. }
Showing items 1 to 61 of
61
with 100 items per page.
- W2586062925 abstract "Deep learning is increasingly attracting attention for processing big data. Existing frameworks for deep learning must be set up to specialized computer systems. Gaining sufficient computing resources therefore entails high costs of deployment and maintenance. In this work, we implement a matrix library and deep learning framework that uses JavaScript. It can run on web browsers operating on ordinary personal computers and smartphones. Using JavaScript, deep learning can be accomplished in widely diverse environments without the necessity for software installation. Using GPGPU from WebCL framework, our framework can train large scale convolutional neural networks such as VGGNet and ResNet. In the experiments, we demonstrate their practicality by training VGGNet in a distributed manner using web browsers as the client." @default.
- W2586062925 created "2017-02-17" @default.
- W2586062925 creator A5003538321 @default.
- W2586062925 creator A5040576455 @default.
- W2586062925 creator A5042711470 @default.
- W2586062925 date "2017-02-09" @default.
- W2586062925 modified "2023-10-03" @default.
- W2586062925 title "Development of JavaScript-based deep learning platform and application to distributed training" @default.
- W2586062925 hasPublicationYear "2017" @default.
- W2586062925 type Work @default.
- W2586062925 sameAs 2586062925 @default.
- W2586062925 citedByCount "0" @default.
- W2586062925 crossrefType "proceedings-article" @default.
- W2586062925 hasAuthorship W2586062925A5003538321 @default.
- W2586062925 hasAuthorship W2586062925A5040576455 @default.
- W2586062925 hasAuthorship W2586062925A5042711470 @default.
- W2586062925 hasConcept C105339364 @default.
- W2586062925 hasConcept C108583219 @default.
- W2586062925 hasConcept C115903868 @default.
- W2586062925 hasConcept C120314980 @default.
- W2586062925 hasConcept C136764020 @default.
- W2586062925 hasConcept C154945302 @default.
- W2586062925 hasConcept C41008148 @default.
- W2586062925 hasConcept C544833334 @default.
- W2586062925 hasConcept C81363708 @default.
- W2586062925 hasConceptScore W2586062925C105339364 @default.
- W2586062925 hasConceptScore W2586062925C108583219 @default.
- W2586062925 hasConceptScore W2586062925C115903868 @default.
- W2586062925 hasConceptScore W2586062925C120314980 @default.
- W2586062925 hasConceptScore W2586062925C136764020 @default.
- W2586062925 hasConceptScore W2586062925C154945302 @default.
- W2586062925 hasConceptScore W2586062925C41008148 @default.
- W2586062925 hasConceptScore W2586062925C544833334 @default.
- W2586062925 hasConceptScore W2586062925C81363708 @default.
- W2586062925 hasLocation W25860629251 @default.
- W2586062925 hasOpenAccess W2586062925 @default.
- W2586062925 hasPrimaryLocation W25860629251 @default.
- W2586062925 hasRelatedWork W147749315 @default.
- W2586062925 hasRelatedWork W1582642138 @default.
- W2586062925 hasRelatedWork W1585062489 @default.
- W2586062925 hasRelatedWork W1792044076 @default.
- W2586062925 hasRelatedWork W1834886905 @default.
- W2586062925 hasRelatedWork W2028753068 @default.
- W2586062925 hasRelatedWork W2063840104 @default.
- W2586062925 hasRelatedWork W2126017151 @default.
- W2586062925 hasRelatedWork W2162685522 @default.
- W2586062925 hasRelatedWork W2163792011 @default.
- W2586062925 hasRelatedWork W2416664266 @default.
- W2586062925 hasRelatedWork W2507384305 @default.
- W2586062925 hasRelatedWork W2546596053 @default.
- W2586062925 hasRelatedWork W2598568634 @default.
- W2586062925 hasRelatedWork W2898212992 @default.
- W2586062925 hasRelatedWork W2949527570 @default.
- W2586062925 hasRelatedWork W3011748979 @default.
- W2586062925 hasRelatedWork W3046802885 @default.
- W2586062925 hasRelatedWork W58181745 @default.
- W2586062925 hasRelatedWork W631593210 @default.
- W2586062925 isParatext "false" @default.
- W2586062925 isRetracted "false" @default.
- W2586062925 magId "2586062925" @default.
- W2586062925 workType "article" @default.