Matches in SemOpenAlex for { <https://semopenalex.org/work/W2767317683> ?p ?o ?g. }
Showing items 1 to 96 of
96
with 100 items per page.
- W2767317683 abstract "The recurrent neural network (RNN) is appropriate for dealing with temporal sequences. In this paper, we present a deep RNN with new features and apply it for online handwritten Chinese character recognition. Compared with the existing RNN models, three innovations are involved in the proposed system. First, a new hidden layer function for RNN is proposed for learning temporal information better. we call it Memory Pool Unit (MPU). The proposed MPU has a simple architecture. Second, a new RNN architecture with hybrid parameter is presented, in order to increasing the expression capacity of RNN. The proposed hybrid-parameter RNN has parameter changes when calculating the iteration at temporal dimension. Third, we make a adaptation that all the outputs of each layer are stacked as the output of network. Stacked hidden layer states combine all the hidden layer states for increasing the expression capacity. Experiments are carried out on the IAHCC-UCAS2016 dataset and the CASIA-OLHWDB1.1 dataset. The experimental results show that the hybrid-parameter RNN obtain a better recognition performance with higher efficiency (fewer parameters and faster speed). And the proposed Memory Pool Unit is proved to be a simple hidden layer function and obtains a competitive recognition results." @default.
- W2767317683 created "2017-11-17" @default.
- W2767317683 creator A5056471926 @default.
- W2767317683 creator A5059827958 @default.
- W2767317683 date "2017-11-08" @default.
- W2767317683 modified "2023-09-27" @default.
- W2767317683 title "A New Hybrid-parameter Recurrent Neural Networks for Online Handwritten Chinese Character Recognition" @default.
- W2767317683 cites W1810943226 @default.
- W2767317683 cites W2047675640 @default.
- W2767317683 cites W2064675550 @default.
- W2767317683 cites W2115675483 @default.
- W2767317683 cites W2119305530 @default.
- W2767317683 cites W2123119958 @default.
- W2767317683 cites W2131665084 @default.
- W2767317683 cites W2140090592 @default.
- W2767317683 cites W2184045248 @default.
- W2767317683 cites W2296608165 @default.
- W2767317683 cites W2752200353 @default.
- W2767317683 cites W2950635152 @default.
- W2767317683 cites W2963047498 @default.
- W2767317683 hasPublicationYear "2017" @default.
- W2767317683 type Work @default.
- W2767317683 sameAs 2767317683 @default.
- W2767317683 citedByCount "0" @default.
- W2767317683 crossrefType "posted-content" @default.
- W2767317683 hasAuthorship W2767317683A5056471926 @default.
- W2767317683 hasAuthorship W2767317683A5059827958 @default.
- W2767317683 hasConcept C108583219 @default.
- W2767317683 hasConcept C111472728 @default.
- W2767317683 hasConcept C138885662 @default.
- W2767317683 hasConcept C14036430 @default.
- W2767317683 hasConcept C147168706 @default.
- W2767317683 hasConcept C153180895 @default.
- W2767317683 hasConcept C154945302 @default.
- W2767317683 hasConcept C178790620 @default.
- W2767317683 hasConcept C185592680 @default.
- W2767317683 hasConcept C202444582 @default.
- W2767317683 hasConcept C2524010 @default.
- W2767317683 hasConcept C2779227376 @default.
- W2767317683 hasConcept C2780586882 @default.
- W2767317683 hasConcept C2780861071 @default.
- W2767317683 hasConcept C28490314 @default.
- W2767317683 hasConcept C33676613 @default.
- W2767317683 hasConcept C33923547 @default.
- W2767317683 hasConcept C41008148 @default.
- W2767317683 hasConcept C50644808 @default.
- W2767317683 hasConcept C78458016 @default.
- W2767317683 hasConcept C86803240 @default.
- W2767317683 hasConceptScore W2767317683C108583219 @default.
- W2767317683 hasConceptScore W2767317683C111472728 @default.
- W2767317683 hasConceptScore W2767317683C138885662 @default.
- W2767317683 hasConceptScore W2767317683C14036430 @default.
- W2767317683 hasConceptScore W2767317683C147168706 @default.
- W2767317683 hasConceptScore W2767317683C153180895 @default.
- W2767317683 hasConceptScore W2767317683C154945302 @default.
- W2767317683 hasConceptScore W2767317683C178790620 @default.
- W2767317683 hasConceptScore W2767317683C185592680 @default.
- W2767317683 hasConceptScore W2767317683C202444582 @default.
- W2767317683 hasConceptScore W2767317683C2524010 @default.
- W2767317683 hasConceptScore W2767317683C2779227376 @default.
- W2767317683 hasConceptScore W2767317683C2780586882 @default.
- W2767317683 hasConceptScore W2767317683C2780861071 @default.
- W2767317683 hasConceptScore W2767317683C28490314 @default.
- W2767317683 hasConceptScore W2767317683C33676613 @default.
- W2767317683 hasConceptScore W2767317683C33923547 @default.
- W2767317683 hasConceptScore W2767317683C41008148 @default.
- W2767317683 hasConceptScore W2767317683C50644808 @default.
- W2767317683 hasConceptScore W2767317683C78458016 @default.
- W2767317683 hasConceptScore W2767317683C86803240 @default.
- W2767317683 hasLocation W27673176831 @default.
- W2767317683 hasOpenAccess W2767317683 @default.
- W2767317683 hasPrimaryLocation W27673176831 @default.
- W2767317683 hasRelatedWork W2398597216 @default.
- W2767317683 hasRelatedWork W2513874664 @default.
- W2767317683 hasRelatedWork W2574120695 @default.
- W2767317683 hasRelatedWork W2618854269 @default.
- W2767317683 hasRelatedWork W2766936964 @default.
- W2767317683 hasRelatedWork W2781659511 @default.
- W2767317683 hasRelatedWork W2798754355 @default.
- W2767317683 hasRelatedWork W2897768609 @default.
- W2767317683 hasRelatedWork W2950323258 @default.
- W2767317683 hasRelatedWork W2977623724 @default.
- W2767317683 hasRelatedWork W2978199417 @default.
- W2767317683 hasRelatedWork W2981927672 @default.
- W2767317683 hasRelatedWork W2997564208 @default.
- W2767317683 hasRelatedWork W3036728865 @default.
- W2767317683 hasRelatedWork W3039982286 @default.
- W2767317683 hasRelatedWork W3041856066 @default.
- W2767317683 hasRelatedWork W3110377042 @default.
- W2767317683 hasRelatedWork W3158297926 @default.
- W2767317683 hasRelatedWork W3206725954 @default.
- W2767317683 hasRelatedWork W3210673156 @default.
- W2767317683 isParatext "false" @default.
- W2767317683 isRetracted "false" @default.
- W2767317683 magId "2767317683" @default.
- W2767317683 workType "article" @default.