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.

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

101098651

English

Uhlíř Vojtěch, Ing., Ph.D. - principal person responsible

Nanomagnetism and spintronics
- responsible department (2.5.2022 - not assigned)
Nanomagnetism and spintronics
- beneficiary (2.5.2022 - not assigned)

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

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