Matches in SemOpenAlex for { <https://semopenalex.org/work/W4295884434> ?p ?o ?g. }
Showing items 1 to 79 of
79
with 100 items per page.
- W4295884434 abstract "Non-volatile memristors offer a salient platform for artificial neural network (ANN), but the integration of different function blocks into one hardware system remains challenging. Here we demonstrate the implementation of brain-like synaptic (SOT-S) and neuronal (SOT-N) functions in the Bi2Te3/CrTe2 heterostructure-based spin-orbit torque (SOT) device. The SOT-S unit exhibits highly linear (linearity error < 4.19%) and symmetrical long-term potentiation/depression process, resulting in better performance compared to other memristor synapses. Meanwhile, the Sigmoid-shape transition curve inherited in the SOT-N cell replaces the software-based activation function block, hence reducing the system complexity. On this basis, we employ a serial-connected, voltage-mode sensing ANN architecture to enhance the vector-matrix multiplication signal strength with low reading error of 0.61%. Furthermore, the trainable activation function of SOT-N enables the integrated SOT-ANN to execute the Batch Normalization algorithm and activation operation within one clock cycle, which bring about improved on/off-chip training performance close to the ideal baseline." @default.
- W4295884434 created "2022-09-16" @default.
- W4295884434 creator A5001930246 @default.
- W4295884434 creator A5009159975 @default.
- W4295884434 creator A5013652689 @default.
- W4295884434 creator A5019667085 @default.
- W4295884434 creator A5056314007 @default.
- W4295884434 creator A5058056300 @default.
- W4295884434 creator A5066691766 @default.
- W4295884434 creator A5067271290 @default.
- W4295884434 creator A5071773009 @default.
- W4295884434 creator A5072591686 @default.
- W4295884434 creator A5074513416 @default.
- W4295884434 creator A5083878369 @default.
- W4295884434 creator A5089666651 @default.
- W4295884434 date "2022-09-13" @default.
- W4295884434 modified "2023-10-18" @default.
- W4295884434 title "Integrated Artificial Neural Network with Trainable Activation Function Enabled by Topological Insulator-based Spin-Orbit Torque Devices" @default.
- W4295884434 doi "https://doi.org/10.48550/arxiv.2209.06001" @default.
- W4295884434 hasPublicationYear "2022" @default.
- W4295884434 type Work @default.
- W4295884434 citedByCount "0" @default.
- W4295884434 crossrefType "posted-content" @default.
- W4295884434 hasAuthorship W4295884434A5001930246 @default.
- W4295884434 hasAuthorship W4295884434A5009159975 @default.
- W4295884434 hasAuthorship W4295884434A5013652689 @default.
- W4295884434 hasAuthorship W4295884434A5019667085 @default.
- W4295884434 hasAuthorship W4295884434A5056314007 @default.
- W4295884434 hasAuthorship W4295884434A5058056300 @default.
- W4295884434 hasAuthorship W4295884434A5066691766 @default.
- W4295884434 hasAuthorship W4295884434A5067271290 @default.
- W4295884434 hasAuthorship W4295884434A5071773009 @default.
- W4295884434 hasAuthorship W4295884434A5072591686 @default.
- W4295884434 hasAuthorship W4295884434A5074513416 @default.
- W4295884434 hasAuthorship W4295884434A5083878369 @default.
- W4295884434 hasAuthorship W4295884434A5089666651 @default.
- W4295884434 hasBestOaLocation W42958844341 @default.
- W4295884434 hasConcept C111919701 @default.
- W4295884434 hasConcept C119599485 @default.
- W4295884434 hasConcept C127413603 @default.
- W4295884434 hasConcept C154945302 @default.
- W4295884434 hasConcept C184720557 @default.
- W4295884434 hasConcept C24326235 @default.
- W4295884434 hasConcept C2775924081 @default.
- W4295884434 hasConcept C2780365114 @default.
- W4295884434 hasConcept C38365724 @default.
- W4295884434 hasConcept C41008148 @default.
- W4295884434 hasConcept C47446073 @default.
- W4295884434 hasConcept C50644808 @default.
- W4295884434 hasConcept C81388566 @default.
- W4295884434 hasConceptScore W4295884434C111919701 @default.
- W4295884434 hasConceptScore W4295884434C119599485 @default.
- W4295884434 hasConceptScore W4295884434C127413603 @default.
- W4295884434 hasConceptScore W4295884434C154945302 @default.
- W4295884434 hasConceptScore W4295884434C184720557 @default.
- W4295884434 hasConceptScore W4295884434C24326235 @default.
- W4295884434 hasConceptScore W4295884434C2775924081 @default.
- W4295884434 hasConceptScore W4295884434C2780365114 @default.
- W4295884434 hasConceptScore W4295884434C38365724 @default.
- W4295884434 hasConceptScore W4295884434C41008148 @default.
- W4295884434 hasConceptScore W4295884434C47446073 @default.
- W4295884434 hasConceptScore W4295884434C50644808 @default.
- W4295884434 hasConceptScore W4295884434C81388566 @default.
- W4295884434 hasLocation W42958844341 @default.
- W4295884434 hasOpenAccess W4295884434 @default.
- W4295884434 hasPrimaryLocation W42958844341 @default.
- W4295884434 hasRelatedWork W1493495162 @default.
- W4295884434 hasRelatedWork W2000878340 @default.
- W4295884434 hasRelatedWork W2062241066 @default.
- W4295884434 hasRelatedWork W2076794896 @default.
- W4295884434 hasRelatedWork W2414384473 @default.
- W4295884434 hasRelatedWork W2986094345 @default.
- W4295884434 hasRelatedWork W3012292080 @default.
- W4295884434 hasRelatedWork W3123157847 @default.
- W4295884434 hasRelatedWork W3170224572 @default.
- W4295884434 hasRelatedWork W3175461337 @default.
- W4295884434 isParatext "false" @default.
- W4295884434 isRetracted "false" @default.
- W4295884434 workType "article" @default.