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Development of spintronic radio-frequency artificial synapses

Edoardo De Ruvo

Development of spintronic radio-frequency artificial synapses.

Rel. Carlo Ricciardi. Politecnico di Torino, Corso di laurea magistrale in Nanotechnologies For Icts (Nanotecnologie Per Le Ict), 2024

Abstract:

Running and training artificial neural networks on conventional computers consumes a large amount of energy. The team is investigating how to build new AI hardware that physically implements neural networks using spintronic nanodevices, specifically leveraging the RF dynamics of spintronic components to implement key operations of neural networks. The goal of the internship is to optimize these devices on different levels.

Relators: Carlo Ricciardi
Academic year: 2023/24
Publication type: Electronic
Number of Pages: 36
Additional Information: Tesi secretata. Fulltext non presente
Subjects:
Corso di laurea: Corso di laurea magistrale in Nanotechnologies For Icts (Nanotecnologie Per Le Ict)
Classe di laurea: New organization > Master science > LM-29 - ELECTRONIC ENGINEERING
Ente in cotutela: Université Paris Cité (FRANCIA)
Aziende collaboratrici: Thales Research & Technology
URI: http://webthesis.biblio.polito.it/id/eprint/31713
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