Matches in SemOpenAlex for { <https://semopenalex.org/work/W3153490526> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W3153490526 endingPage "3692" @default.
- W3153490526 startingPage "3692" @default.
- W3153490526 abstract "Optical neural networks (ONNs) are getting more and more attention due to their advantages such as high-speed and low power consumption. However, in a non-ideal environment, the noise and low-bits control may heavily lead to a decrease in the accuracy of ONNs. Since there is AD/DA conversion in a simulated neural network, it needs to be quantified in the model. In this paper, we propose a quantitative method to adapt ONN to a non-ideal environment with fixed-point transmission, based on the new chip structure we designed previously. An MNIST hand-written data set was used to test and simulate the model we established. The experimental results showed that the quantization-noise model we established has a good performance, for which the accuracy was up to about 96%. Compared with the electrical method, the proposed quantization method can effectively solve the non-ideal ONN problem." @default.
- W3153490526 created "2021-04-26" @default.
- W3153490526 creator A5002259204 @default.
- W3153490526 creator A5051125527 @default.
- W3153490526 creator A5055429715 @default.
- W3153490526 creator A5058257869 @default.
- W3153490526 creator A5059505774 @default.
- W3153490526 creator A5063767064 @default.
- W3153490526 creator A5065155400 @default.
- W3153490526 creator A5069930488 @default.
- W3153490526 creator A5076571597 @default.
- W3153490526 creator A5082117229 @default.
- W3153490526 date "2021-04-20" @default.
- W3153490526 modified "2023-10-18" @default.
- W3153490526 title "Training and Inference of Optical Neural Networks with Noise and Low-Bits Control" @default.
- W3153490526 cites W2022179417 @default.
- W3153490526 cites W2051270432 @default.
- W3153490526 cites W2134957713 @default.
- W3153490526 cites W2303276870 @default.
- W3153490526 cites W2741542780 @default.
- W3153490526 cites W2752849906 @default.
- W3153490526 cites W2899015031 @default.
- W3153490526 cites W2904694042 @default.
- W3153490526 cites W2952285760 @default.
- W3153490526 cites W2964082513 @default.
- W3153490526 cites W3098290163 @default.
- W3153490526 cites W3102122242 @default.
- W3153490526 cites W3103046660 @default.
- W3153490526 cites W3112457979 @default.
- W3153490526 cites W3124796611 @default.
- W3153490526 doi "https://doi.org/10.3390/app11083692" @default.
- W3153490526 hasPublicationYear "2021" @default.
- W3153490526 type Work @default.
- W3153490526 sameAs 3153490526 @default.
- W3153490526 citedByCount "2" @default.
- W3153490526 countsByYear W31534905262022 @default.
- W3153490526 crossrefType "journal-article" @default.
- W3153490526 hasAuthorship W3153490526A5002259204 @default.
- W3153490526 hasAuthorship W3153490526A5051125527 @default.
- W3153490526 hasAuthorship W3153490526A5055429715 @default.
- W3153490526 hasAuthorship W3153490526A5058257869 @default.
- W3153490526 hasAuthorship W3153490526A5059505774 @default.
- W3153490526 hasAuthorship W3153490526A5063767064 @default.
- W3153490526 hasAuthorship W3153490526A5065155400 @default.
- W3153490526 hasAuthorship W3153490526A5069930488 @default.
- W3153490526 hasAuthorship W3153490526A5076571597 @default.
- W3153490526 hasAuthorship W3153490526A5082117229 @default.
- W3153490526 hasBestOaLocation W31534905261 @default.
- W3153490526 hasConcept C111472728 @default.
- W3153490526 hasConcept C11413529 @default.
- W3153490526 hasConcept C115961682 @default.
- W3153490526 hasConcept C127413603 @default.
- W3153490526 hasConcept C138885662 @default.
- W3153490526 hasConcept C154945302 @default.
- W3153490526 hasConcept C190502265 @default.
- W3153490526 hasConcept C24326235 @default.
- W3153490526 hasConcept C2776214188 @default.
- W3153490526 hasConcept C2776639384 @default.
- W3153490526 hasConcept C28855332 @default.
- W3153490526 hasConcept C41008148 @default.
- W3153490526 hasConcept C50644808 @default.
- W3153490526 hasConcept C99498987 @default.
- W3153490526 hasConceptScore W3153490526C111472728 @default.
- W3153490526 hasConceptScore W3153490526C11413529 @default.
- W3153490526 hasConceptScore W3153490526C115961682 @default.
- W3153490526 hasConceptScore W3153490526C127413603 @default.
- W3153490526 hasConceptScore W3153490526C138885662 @default.
- W3153490526 hasConceptScore W3153490526C154945302 @default.
- W3153490526 hasConceptScore W3153490526C190502265 @default.
- W3153490526 hasConceptScore W3153490526C24326235 @default.
- W3153490526 hasConceptScore W3153490526C2776214188 @default.
- W3153490526 hasConceptScore W3153490526C2776639384 @default.
- W3153490526 hasConceptScore W3153490526C28855332 @default.
- W3153490526 hasConceptScore W3153490526C41008148 @default.
- W3153490526 hasConceptScore W3153490526C50644808 @default.
- W3153490526 hasConceptScore W3153490526C99498987 @default.
- W3153490526 hasIssue "8" @default.
- W3153490526 hasLocation W31534905261 @default.
- W3153490526 hasOpenAccess W3153490526 @default.
- W3153490526 hasPrimaryLocation W31534905261 @default.
- W3153490526 hasRelatedWork W2285788670 @default.
- W3153490526 hasRelatedWork W2936783136 @default.
- W3153490526 hasRelatedWork W2947175736 @default.
- W3153490526 hasRelatedWork W3008756425 @default.
- W3153490526 hasRelatedWork W3037703370 @default.
- W3153490526 hasRelatedWork W4243928383 @default.
- W3153490526 hasRelatedWork W4280607397 @default.
- W3153490526 hasRelatedWork W4283319738 @default.
- W3153490526 hasRelatedWork W4287864142 @default.
- W3153490526 hasRelatedWork W4309224979 @default.
- W3153490526 hasVolume "11" @default.
- W3153490526 isParatext "false" @default.
- W3153490526 isRetracted "false" @default.
- W3153490526 magId "3153490526" @default.
- W3153490526 workType "article" @default.