| Naslov: | Ferroelectric nanodot reservoir for neuromorphic computing |
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| Avtorji: | ID Razumnaya, Anna G., Institut "Jožef Stefan" (Avtor)
ID Tikhonov, Yurii (Avtor)
ID Naidenko, Dmitrii (Avtor)
ID Boron, Léo (Avtor)
ID Vinokur, Valerii (Avtor)
ID Luk'yanchuk, Igor A. (Avtor) |
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| Datoteke: |  URL - Izvorni URL, za dostop obiščite https://www.beilstein-journals.org/bjnano/articles/17/24
 PDF - Predstavitvena datoteka, prenos (2,20 MB)
MD5: 54FA5B14C1A262DA410AEEDB36B3FF65
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| Jezik: | Angleški jezik |
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| Tipologija: | 1.01 - Izvirni znanstveni članek |
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| Organizacija: |  IJS - Institut Jožef Stefan
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| Povzetek: | We present a ferroelectric-based data reservoir designed for neuromorphic computing applications. The reservoir consists of an ensemble of nonlinear ferroelectric nanodots capable of storing information through their stable polarization states. These nanodots are confined between electrodes and form a network of parallel connected capacitive elements, which can either be addressed individually or integrated between common conducting plates. By leveraging the intrinsic nonlinearity and memory of ferroelectric polarization switching, the device maps incoming signals into a high-dimensional space of polarization configurations. This physical transformation enables efficient temporal information encoding and provides a rich dynamic representation for subsequent processing in a readout layer of a neuromorphic circuit. |
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| Ključne besede: | ferroelectric nanodots, topological states, information storage, multilevel logic, neuromorphic circuits, topological states |
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| Status publikacije: | Objavljeno |
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| Verzija publikacije: | Objavljena publikacija |
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| Poslano v recenzijo: | 12.08.2025 |
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| Datum sprejetja članka: | 22.12.2025 |
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| Datum objave: | 20.02.2026 |
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| Založnik: | Beilstein-Institut zur Förderung der Chemischen Wissenschaften |
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| Leto izida: | 2026 |
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| Št. strani: | str. 352-364 |
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| Številčenje: | Vol. 17 |
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| Izvor: | Nemčija |
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| PID: | 20.500.12556/DiRROS-28112  |
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| UDK: | 537 |
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| ISSN pri članku: | 2190-4286 |
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| DOI: | 10.3762/bjnano.17.24 |
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| COBISS.SI-ID: | 271125507 |
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| Avtorske pravice: | © 2026 Razumnaya et al. |
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| Opomba: | Nasl. z nasl. zaslona;
Opis vira z dne 10. 3. 2026;
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| Datum objave v DiRROS: | 10.03.2026 |
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| Število ogledov: | 61 |
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| Število prenosov: | 30 |
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| Metapodatki: |    |
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