FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3201969487> ?p ?o ?g. }

• W3201969487 abstract "Modern artificial neural network technology using a deterministic computing framework is faced with a critical challenge in dealing with massive data that are largely unstructured and ambiguous. This challenge demands the advances of an elementary physical device for tackling these uncertainties. Here, we designed and fabricated a SiOx nanorod memristive device by employing the glancing angle deposition (GLAD) technique, suggesting a controllable stochastic artificial neuron that can mimic the fundamental integrate-and-fire signaling and stochastic dynamics of a biological neuron. The nanorod structure provides the random distribution of multiple nanopores all across the active area, capable of forming a multitude of Si filaments at many SiOx nanorod edges after the electromigration process, leading to a stochastic switching event with very high dynamic range (≈5.15 × 1010 ) and low energy (≈4.06 pJ). Different probabilistic activation (ProbAct) functions in a sigmoid form are implemented, showing its controllability with low variation by manufacturing and electrical programming schemes. Furthermore, as an application prospect, based on the suggested memristive neuron, we demonstrated the self-resting neural operation with the local circuit configuration and revealed probabilistic Bayesian inferences for genetic regulatory networks with low normalized mean squared errors (≈2.41 × 10-2 ) and its robustness to the ProbAct variation." @default.
• W3201969487 created "2021-10-11" @default.
• W3201969487 creator A5042017592 @default.
• W3201969487 creator A5054498826 @default.
• W3201969487 creator A5081482561 @default.
• W3201969487 creator A5084018061 @default.
• W3201969487 creator A5085805508 @default.
• W3201969487 creator A5085950813 @default.
• W3201969487 date "2021-10-22" @default.
• W3201969487 modified "2023-10-18" @default.
• W3201969487 title "Controllable SiO <i> _x </i> Nanorod Memristive Neuron for Probabilistic Bayesian Inference" @default.
• W3201969487 cites W135214996 @default.
• W3201969487 cites W1489521453 @default.
• W3201969487 cites W1494192115 @default.
• W3201969487 cites W1917021033 @default.
• W3201969487 cites W1963704125 @default.
• W3201969487 cites W1974190067 @default.
• W3201969487 cites W1976758453 @default.
• W3201969487 cites W1985940938 @default.
• W3201969487 cites W2033105784 @default.
• W3201969487 cites W2035482871 @default.
• W3201969487 cites W2036075587 @default.
• W3201969487 cites W2040591613 @default.
• W3201969487 cites W2042492924 @default.
• W3201969487 cites W2046424015 @default.
• W3201969487 cites W2047012331 @default.
• W3201969487 cites W2079322132 @default.
• W3201969487 cites W2100495367 @default.
• W3201969487 cites W2129610161 @default.
• W3201969487 cites W2135369850 @default.
• W3201969487 cites W2156716434 @default.
• W3201969487 cites W2157239334 @default.
• W3201969487 cites W2164143609 @default.
• W3201969487 cites W2194321275 @default.
• W3201969487 cites W2196825067 @default.
• W3201969487 cites W2295388714 @default.
• W3201969487 cites W2331172087 @default.
• W3201969487 cites W2332482960 @default.
• W3201969487 cites W2335398690 @default.
• W3201969487 cites W2389556795 @default.
• W3201969487 cites W2418689459 @default.
• W3201969487 cites W2474373343 @default.
• W3201969487 cites W2581818460 @default.
• W3201969487 cites W2744013291 @default.
• W3201969487 cites W2750933427 @default.
• W3201969487 cites W2751374756 @default.
• W3201969487 cites W2768890724 @default.
• W3201969487 cites W2771420577 @default.
• W3201969487 cites W2778935320 @default.
• W3201969487 cites W2789137959 @default.
• W3201969487 cites W2790669755 @default.
• W3201969487 cites W2792208628 @default.
• W3201969487 cites W2793167577 @default.
• W3201969487 cites W2797137185 @default.
• W3201969487 cites W2901017430 @default.
• W3201969487 cites W2901050347 @default.
• W3201969487 cites W2906829733 @default.
• W3201969487 cites W2908897926 @default.
• W3201969487 cites W2919115771 @default.
• W3201969487 cites W2964552028 @default.
• W3201969487 cites W2969407469 @default.
• W3201969487 cites W2969923762 @default.
• W3201969487 cites W2982324728 @default.
• W3201969487 cites W2985730242 @default.
• W3201969487 cites W2995685761 @default.
• W3201969487 cites W2998390304 @default.
• W3201969487 cites W3006539420 @default.
• W3201969487 cites W3009377984 @default.
• W3201969487 cites W3015444032 @default.
• W3201969487 cites W3017253501 @default.
• W3201969487 cites W3035940873 @default.
• W3201969487 cites W3038552293 @default.
• W3201969487 cites W3039560462 @default.
• W3201969487 cites W3088955936 @default.
• W3201969487 cites W3090001109 @default.
• W3201969487 cites W3091584810 @default.
• W3201969487 cites W3099086962 @default.
• W3201969487 cites W3100076864 @default.
• W3201969487 cites W3103408907 @default.
• W3201969487 cites W3111269498 @default.
• W3201969487 cites W3125376539 @default.
• W3201969487 cites W3134061745 @default.
• W3201969487 cites W3175151845 @default.
• W3201969487 cites W4249081047 @default.
• W3201969487 doi "https://doi.org/10.1002/adma.202104598" @default.
• W3201969487 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/34618384" @default.
• W3201969487 hasPublicationYear "2021" @default.
• W3201969487 type Work @default.
• W3201969487 sameAs 3201969487 @default.
• W3201969487 citedByCount "12" @default.
• W3201969487 countsByYear W32019694872022 @default.
• W3201969487 countsByYear W32019694872023 @default.
• W3201969487 crossrefType "journal-article" @default.
• W3201969487 hasAuthorship W3201969487A5042017592 @default.
• W3201969487 hasAuthorship W3201969487A5054498826 @default.
• W3201969487 hasAuthorship W3201969487A5081482561 @default.
• W3201969487 hasAuthorship W3201969487A5084018061 @default.
• W3201969487 hasAuthorship W3201969487A5085805508 @default.
• W3201969487 hasAuthorship W3201969487A5085950813 @default.
• W3201969487 hasConcept C104317684 @default.

• next