In METASPIN we envision a radically new low-power artificial synapse technology based on spintronics nanodevices that will prevent catastrophic forgetting, i.e. the loss of memory of previously learned tasks upon learning new ones, a major flaw currently faced by all artificial intelligence applications.

Klíčová slova
Artificial synapse; magneto-ionics; artificial neural network; binarised neural network; spintronics; metaplasticity

101098651

angličtina

Uhlíř Vojtěch, Ing., Ph.D. - hlavní řešitel

Nanomagnetismus a spintronika
- odpovědné pracoviště (2.5.2022 - nezadáno)
Nanomagnetismus a spintronika
- příjemce (2.5.2022 - nezadáno)

WOJEWODA, O.; HOLOBRÁDEK, J.; PAVELKA, D.; PRIBYTOVA, E.; KRČMA, J.; KLÍMA, J.; PANDA, J.; MICHALIČKA, J.; LEDNICKÝ, T.; CHUMAK, A.; URBÁNEK, M. Unidirectional propagation of zero-momentum magnons. Applied Physics Letters, 2024, vol. 125, no. 13, p. 1-6. ISSN: 1077-3118.
Detail

Odpovědnost: Uhlíř Vojtěch, Ing., Ph.D.