Matches in SemOpenAlex for { <https://semopenalex.org/work/W3009772078> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W3009772078 abstract "In this paper, we first propose a fast and accurate deep neural network (DNN) model extension method for signal integrity (SI) applications. Reusing pre-trained weights of DNN model, the model can be extended when new training data are given. Instead of updating whole weights of DNN in traditional machine learning (ML) approaches, fine-tuning of a part of weights can accelerate training. For verification, we applied the proposed method to regression model of peak time domain reflectometry (TDR) impedance of through hole via (THV) and classification model of through silicon via (TSV) void defects. Training time of the proposed method were 0.3 s and 2.3 s respectively, which are 99 % and 82.3 % reduction compared to the traditional approach. Moreover, test accuracy of the proposed method achieved 99.2 % and 100 %, respectively." @default.
- W3009772078 created "2020-03-13" @default.
- W3009772078 creator A5011589377 @default.
- W3009772078 creator A5015735286 @default.
- W3009772078 creator A5022834584 @default.
- W3009772078 creator A5025062026 @default.
- W3009772078 creator A5026174567 @default.
- W3009772078 creator A5030228281 @default.
- W3009772078 creator A5046623632 @default.
- W3009772078 creator A5046884359 @default.
- W3009772078 creator A5050974621 @default.
- W3009772078 creator A5068981233 @default.
- W3009772078 creator A5069974833 @default.
- W3009772078 creator A5089858348 @default.
- W3009772078 date "2019-12-01" @default.
- W3009772078 modified "2023-10-18" @default.
- W3009772078 title "Fast and Accurate Deep Neural Network (DNN) Model Extension Method for Signal Integrity (SI) Applications" @default.
- W3009772078 cites W2165698076 @default.
- W3009772078 cites W2790997597 @default.
- W3009772078 cites W2899215096 @default.
- W3009772078 doi "https://doi.org/10.1109/edaps47854.2019.9011677" @default.
- W3009772078 hasPublicationYear "2019" @default.
- W3009772078 type Work @default.
- W3009772078 sameAs 3009772078 @default.
- W3009772078 citedByCount "2" @default.
- W3009772078 countsByYear W30097720782023 @default.
- W3009772078 crossrefType "proceedings-article" @default.
- W3009772078 hasAuthorship W3009772078A5011589377 @default.
- W3009772078 hasAuthorship W3009772078A5015735286 @default.
- W3009772078 hasAuthorship W3009772078A5022834584 @default.
- W3009772078 hasAuthorship W3009772078A5025062026 @default.
- W3009772078 hasAuthorship W3009772078A5026174567 @default.
- W3009772078 hasAuthorship W3009772078A5030228281 @default.
- W3009772078 hasAuthorship W3009772078A5046623632 @default.
- W3009772078 hasAuthorship W3009772078A5046884359 @default.
- W3009772078 hasAuthorship W3009772078A5050974621 @default.
- W3009772078 hasAuthorship W3009772078A5068981233 @default.
- W3009772078 hasAuthorship W3009772078A5069974833 @default.
- W3009772078 hasAuthorship W3009772078A5089858348 @default.
- W3009772078 hasConcept C103824480 @default.
- W3009772078 hasConcept C108583219 @default.
- W3009772078 hasConcept C111335779 @default.
- W3009772078 hasConcept C11413529 @default.
- W3009772078 hasConcept C123745756 @default.
- W3009772078 hasConcept C127413603 @default.
- W3009772078 hasConcept C153180895 @default.
- W3009772078 hasConcept C154945302 @default.
- W3009772078 hasConcept C199360897 @default.
- W3009772078 hasConcept C206588197 @default.
- W3009772078 hasConcept C2524010 @default.
- W3009772078 hasConcept C2778029271 @default.
- W3009772078 hasConcept C2778925768 @default.
- W3009772078 hasConcept C2779843651 @default.
- W3009772078 hasConcept C31258907 @default.
- W3009772078 hasConcept C31972630 @default.
- W3009772078 hasConcept C33923547 @default.
- W3009772078 hasConcept C41008148 @default.
- W3009772078 hasConcept C44938667 @default.
- W3009772078 hasConcept C50644808 @default.
- W3009772078 hasConcept C548081761 @default.
- W3009772078 hasConceptScore W3009772078C103824480 @default.
- W3009772078 hasConceptScore W3009772078C108583219 @default.
- W3009772078 hasConceptScore W3009772078C111335779 @default.
- W3009772078 hasConceptScore W3009772078C11413529 @default.
- W3009772078 hasConceptScore W3009772078C123745756 @default.
- W3009772078 hasConceptScore W3009772078C127413603 @default.
- W3009772078 hasConceptScore W3009772078C153180895 @default.
- W3009772078 hasConceptScore W3009772078C154945302 @default.
- W3009772078 hasConceptScore W3009772078C199360897 @default.
- W3009772078 hasConceptScore W3009772078C206588197 @default.
- W3009772078 hasConceptScore W3009772078C2524010 @default.
- W3009772078 hasConceptScore W3009772078C2778029271 @default.
- W3009772078 hasConceptScore W3009772078C2778925768 @default.
- W3009772078 hasConceptScore W3009772078C2779843651 @default.
- W3009772078 hasConceptScore W3009772078C31258907 @default.
- W3009772078 hasConceptScore W3009772078C31972630 @default.
- W3009772078 hasConceptScore W3009772078C33923547 @default.
- W3009772078 hasConceptScore W3009772078C41008148 @default.
- W3009772078 hasConceptScore W3009772078C44938667 @default.
- W3009772078 hasConceptScore W3009772078C50644808 @default.
- W3009772078 hasConceptScore W3009772078C548081761 @default.
- W3009772078 hasLocation W30097720781 @default.
- W3009772078 hasOpenAccess W3009772078 @default.
- W3009772078 hasPrimaryLocation W30097720781 @default.
- W3009772078 hasRelatedWork W2031211164 @default.
- W3009772078 hasRelatedWork W2068108546 @default.
- W3009772078 hasRelatedWork W2082967166 @default.
- W3009772078 hasRelatedWork W2145942347 @default.
- W3009772078 hasRelatedWork W2168917574 @default.
- W3009772078 hasRelatedWork W2188487172 @default.
- W3009772078 hasRelatedWork W2525932345 @default.
- W3009772078 hasRelatedWork W2738221750 @default.
- W3009772078 hasRelatedWork W30784110 @default.
- W3009772078 hasRelatedWork W4381234825 @default.
- W3009772078 isParatext "false" @default.
- W3009772078 isRetracted "false" @default.
- W3009772078 magId "3009772078" @default.
- W3009772078 workType "article" @default.