FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3215670037> ?p ?o ?g. }

• W3215670037 endingPage "024002" @default.
• W3215670037 startingPage "024002" @default.
• W3215670037 abstract "Abstract As a fundamental component of biological neurons, dendrites have been proven to have crucial effects in neuronal activities. Single neurons with dendrite structures show high signal processing capability that is analogous to a multilayer perceptron (MLP), whereas oversimplified point neuron models are still prevalent in artificial intelligence algorithms and neuromorphic systems and fundamentally limit their efficiency and functionality of the systems constructed. In this study, we propose a dual-mode dendritic device based on electrolyte gated transistor, which can be operated to generate both supralinear and sublinear current–voltage responses when receiving input voltage pulses. We propose and demonstrate that the dual-mode dendritic devices can be used as a dendritic processing block between weight matrices and output neurons so as to dramatically enhance the expression ability of the neural networks. A dual-mode dendrites-enhanced neural network is therefore constructed with only two trainable parameters in the second layer, thus achieving 1000× reduction in the amount of second layer parameter compared to MLP. After training by back propagation, the network reaches 90.1% accuracy in MNIST handwritten digits classification, showing advantage of the present dual-mode dendritic devices in building highly efficient neuromorphic computing." @default.
• W3215670037 created "2021-12-06" @default.
• W3215670037 creator A5057584787 @default.
• W3215670037 creator A5062886480 @default.
• W3215670037 creator A5080890118 @default.
• W3215670037 date "2021-12-23" @default.
• W3215670037 modified "2023-10-16" @default.
• W3215670037 title "Dual-mode dendritic devices enhanced neural network based on electrolyte gated transistors" @default.
• W3215670037 cites W1537138411 @default.
• W3215670037 cites W1552755111 @default.
• W3215670037 cites W1640439680 @default.
• W3215670037 cites W1980703177 @default.
• W3215670037 cites W1987467050 @default.
• W3215670037 cites W1989602986 @default.
• W3215670037 cites W2007304845 @default.
• W3215670037 cites W2020134397 @default.
• W3215670037 cites W2025818514 @default.
• W3215670037 cites W2069182600 @default.
• W3215670037 cites W2108603981 @default.
• W3215670037 cites W2110016065 @default.
• W3215670037 cites W2133426494 @default.
• W3215670037 cites W2171448629 @default.
• W3215670037 cites W2407977578 @default.
• W3215670037 cites W2518217842 @default.
• W3215670037 cites W2604190365 @default.
• W3215670037 cites W2772565483 @default.
• W3215670037 cites W2967100650 @default.
• W3215670037 cites W3036995891 @default.
• W3215670037 cites W3039560462 @default.
• W3215670037 cites W3049461533 @default.
• W3215670037 cites W3080109398 @default.
• W3215670037 cites W3114569701 @default.
• W3215670037 doi "https://doi.org/10.1088/1361-6641/ac3f21" @default.
• W3215670037 hasPublicationYear "2021" @default.
• W3215670037 type Work @default.
• W3215670037 sameAs 3215670037 @default.
• W3215670037 citedByCount "3" @default.
• W3215670037 countsByYear W32156700372022 @default.
• W3215670037 countsByYear W32156700372023 @default.
• W3215670037 crossrefType "journal-article" @default.
• W3215670037 hasAuthorship W3215670037A5057584787 @default.
• W3215670037 hasAuthorship W3215670037A5062886480 @default.
• W3215670037 hasAuthorship W3215670037A5080890118 @default.
• W3215670037 hasConcept C119599485 @default.
• W3215670037 hasConcept C124952713 @default.
• W3215670037 hasConcept C127413603 @default.
• W3215670037 hasConcept C142362112 @default.
• W3215670037 hasConcept C151927369 @default.
• W3215670037 hasConcept C154945302 @default.
• W3215670037 hasConcept C165801399 @default.
• W3215670037 hasConcept C171250308 @default.
• W3215670037 hasConcept C172385210 @default.
• W3215670037 hasConcept C184720557 @default.
• W3215670037 hasConcept C186060115 @default.
• W3215670037 hasConcept C190502265 @default.
• W3215670037 hasConcept C192562407 @default.
• W3215670037 hasConcept C2524010 @default.
• W3215670037 hasConcept C2779227376 @default.
• W3215670037 hasConcept C2780980858 @default.
• W3215670037 hasConcept C33923547 @default.
• W3215670037 hasConcept C41008148 @default.
• W3215670037 hasConcept C50644808 @default.
• W3215670037 hasConcept C60908668 @default.
• W3215670037 hasConcept C84248122 @default.
• W3215670037 hasConcept C86803240 @default.
• W3215670037 hasConceptScore W3215670037C119599485 @default.
• W3215670037 hasConceptScore W3215670037C124952713 @default.
• W3215670037 hasConceptScore W3215670037C127413603 @default.
• W3215670037 hasConceptScore W3215670037C142362112 @default.
• W3215670037 hasConceptScore W3215670037C151927369 @default.
• W3215670037 hasConceptScore W3215670037C154945302 @default.
• W3215670037 hasConceptScore W3215670037C165801399 @default.
• W3215670037 hasConceptScore W3215670037C171250308 @default.
• W3215670037 hasConceptScore W3215670037C172385210 @default.
• W3215670037 hasConceptScore W3215670037C184720557 @default.
• W3215670037 hasConceptScore W3215670037C186060115 @default.
• W3215670037 hasConceptScore W3215670037C190502265 @default.
• W3215670037 hasConceptScore W3215670037C192562407 @default.
• W3215670037 hasConceptScore W3215670037C2524010 @default.
• W3215670037 hasConceptScore W3215670037C2779227376 @default.
• W3215670037 hasConceptScore W3215670037C2780980858 @default.
• W3215670037 hasConceptScore W3215670037C33923547 @default.
• W3215670037 hasConceptScore W3215670037C41008148 @default.
• W3215670037 hasConceptScore W3215670037C50644808 @default.
• W3215670037 hasConceptScore W3215670037C60908668 @default.
• W3215670037 hasConceptScore W3215670037C84248122 @default.
• W3215670037 hasConceptScore W3215670037C86803240 @default.
• W3215670037 hasFunder F4320321001 @default.
• W3215670037 hasFunder F4320327912 @default.
• W3215670037 hasFunder F4320334945 @default.
• W3215670037 hasIssue "2" @default.
• W3215670037 hasLocation W32156700371 @default.
• W3215670037 hasOpenAccess W3215670037 @default.
• W3215670037 hasPrimaryLocation W32156700371 @default.
• W3215670037 hasRelatedWork W1952005211 @default.
• W3215670037 hasRelatedWork W2809732489 @default.
• W3215670037 hasRelatedWork W2886711096 @default.
• W3215670037 hasRelatedWork W2950475743 @default.

• next