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k-space Neural computation with magnEtic exciTations

Project description

Implementing brain-inspired computing in the reciprocal space of a single magnetic element

Artificial neural networks are computing systems inspired by biological neural networks. They emulate the brain by using nonlinear elements that act as neurons interconnected through artificial synapses. Current architectures are facing challenges: the number of synapses implemented is very limited compared with the tens of thousands in the human brain. Furthermore, changing the weight of each connection requires additional memory elements. The EU-funded k-NET project will circumvent these issues. It proposes new architecture based on the idea that dynamical hyperconnectivity can be implemented not in real space but in reciprocal or k-space. To demonstrate this novel approach, researchers will select ferromagnetic nanostructures in which the populations of spin waves – the elementary excitations – play the role of neurons.

Call for proposal

H2020-FETOPEN-2018-2020

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Sub call

H2020-FETOPEN-2018-2019-2020-01

Coordinator

CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS
Net EU contribution
€ 939 687,50
Address
Rue Michel Ange 3
75794 Paris
France

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Region
Ile-de-France Ile-de-France Paris
Activity type
Research Organisations
Other funding
€ 0,00

Participants (7)

Third-party

Legal entity other than a subcontractor which is affiliated or legally linked to a participant. The entity carries out work under the conditions laid down in the Grant Agreement, supplies goods or provides services for the action, but did not sign the Grant Agreement. A third party abides by the rules applicable to its related participant under the Grant Agreement with regard to eligibility of costs and control of expenditure.

UNIVERSITE PARIS-SACLAY
France
Net EU contribution
€ 110 175,00
Address
Batiment Breguet - 3 Rue Joliot Curie
91190 Gif-sur-yvette

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Region
Ile-de-France Ile-de-France Essonne
Activity type
Higher or Secondary Education Establishments
Other funding
€ 0,00
AGENCIA ESTATAL CONSEJO SUPERIOR DE INVESTIGACIONES CIENTIFICAS
Spain
Net EU contribution
€ 295 787,50
Address
Calle Serrano 117
28006 Madrid

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Region
Comunidad de Madrid Comunidad de Madrid Madrid
Activity type
Research Organisations
Other funding
€ 0,00
COMMISSARIAT A L ENERGIE ATOMIQUE ET AUX ENERGIES ALTERNATIVES
France
Net EU contribution
€ 449 993,75
Address
Rue Leblanc 25
75015 Paris 15

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Region
Ile-de-France Ile-de-France Paris
Activity type
Research Organisations
Other funding
€ 0,00
WESTFAELISCHE WILHELMS-UNIVERSITAET MUENSTER
Germany
Net EU contribution
€ 349 437,50
Address
Schlossplatz 2
48149 Muenster

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Region
Nordrhein-Westfalen Münster Münster, Kreisfreie Stadt
Activity type
Higher or Secondary Education Establishments
Other funding
€ 0,00
C.R.E.A.T.E. CONSORZIO DI RICERCA PER L'ENERGIA L AUTOMAZIONE E LE TECNOLOGIE DELL'ELETTROMAGNETISMO
Italy
Net EU contribution
€ 301 090,00
Address
Via Claudio 21
80125 Napoli

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Region
Sud Campania Napoli
Activity type
Research Organisations
Other funding
€ 0,00
PAZMANY PETER KATOLIKUS EGYETEM
Hungary
Net EU contribution
€ 214 500,00
Address
Szentkiralyi Utca 28
1088 Budapest

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Region
Közép-Magyarország Budapest Budapest
Activity type
Higher or Secondary Education Establishments
Other funding
€ 0,00
THALES
France
Net EU contribution
€ 375 330,00
Address
Tour Carpe Diem Place Des Corolles Esplanade Nord
92400 Courbevoie

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Region
Ile-de-France Ile-de-France Hauts-de-Seine
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
Other funding
€ 0,00