20.500.12556/DiRROS-28112 Ferroelectric nanodot reservoir for neuromorphic computing 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. ferroelectric nanodots topological states information storage multilevel logic neuromorphic circuits topological states feroelektrične nanopike shranjevanje informacij topološka stanja true false true Beilstein-Institut zur Förderung der Chemischen Wissenschaften Nemčija Angleški jezik Slovenski jezik © 2026 Razumnaya et al. Neznano 2026-03-10 12:38:25 2026-03-10 12:38:25 2026-03-11 03:59:16 0000-00-00 00:00:00 2026 0 0 Nasl. z nasl. zaslona; Opis vira z dne 10. 3. 2026; str. 352-364 Vol. 17 20 Feb. 2026 0000-00-00 Zaloznikova Objavljeno NiDoloceno 2025-08-12 2025-12-22 2026-02-20 537 2190-4286 10.3762/bjnano.17.24 271125507 https://www.beilstein-journals.org/bjnano/articles/17/24 1 acb1bff3-1c75-11f1-acf8-001a4af901a5 https://dirros.openscience.si/Dokument.php?lang=slv&id=41548 RAZ_Razumnaya_Anna_G._2026.pdf RAZ_Razumnaya_Anna_G._2026.pdf 1 54FA5B14C1A262DA410AEEDB36B3FF65 93fc480343ae8a99f754adaa3a2e215f206556ebdd37983e878c3b5be6bc2c6d f3d3d62d-1c75-11f1-acf8-001a4af901a5 https://dirros.openscience.si/Dokument.php?lang=slv&id=41550 Institut Jožef Stefan 0 0 0