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Reservoir Computing with Real-time Data for future IT

Objective

The aim of this proposal is to develop an intelligent biocompatible sensing device which detects complex behavioural changes in ion concentrations. The sensor will use wet NOMFETs, coated Si nanowires, self-conjugated polymers, arrays of photocells, flow of lipids. The level of ions will be measured by monitoring changes in the response function of the system. The high sensitivity of the device will be achieved by ensuring a strong coupling between the environment and the device. The key research challenges will be: accessing the feasibility of the idea to use reservoir computing for sensing complex environmental changes, identifying suitable integration strategies for the components, optimizing the sets of input/output pairs (response functions) and the device components for enhanced sensitivity.

Call for proposal

H2020-FETOPEN-2014-2015

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Sub call

H2020-FETOPEN-2014-2015-RIA

Coordinator

CHALMERS TEKNISKA HOGSKOLA AB
Net EU contribution
€ 917 205,00
Address
-
412 96 Goteborg
Sweden

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Region
Södra Sverige Västsverige Västra Götalands län
Activity type
Higher or Secondary Education Establishments
Non-EU contribution
€ 0,00

Participants (8)

CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS
France
Net EU contribution
€ 672 160,00
Address
Rue Michel Ange 3
75794 Paris

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Region
Ile-de-France Ile-de-France Paris
Activity type
Research Organisations
Non-EU contribution
€ 0,00
UNIVERSITAT BASEL
Switzerland
Net EU contribution
€ 384 687,50
Address
Petersplatz 1
4051 Basel

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Region
Schweiz/Suisse/Svizzera Nordwestschweiz Basel-Stadt
Activity type
Higher or Secondary Education Establishments
Non-EU contribution
€ 0,00
AKADEMIA GORNICZO-HUTNICZA IM. STANISLAWA STASZICA W KRAKOWIE
Poland
Net EU contribution
€ 399 000,00
Address
Al Adama Mickiewicza 30
30-059 Krakow

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Region
Makroregion południowy Małopolskie Miasto Kraków
Activity type
Higher or Secondary Education Establishments
Non-EU contribution
€ 0,00
THE HEBREW UNIVERSITY OF JERUSALEM
Israel
Net EU contribution
€ 594 840,00
Address
Edmond J Safra Campus Givat Ram
91904 Jerusalem

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Activity type
Higher or Secondary Education Establishments
Non-EU contribution
€ 0,00
COMMISSARIAT A L ENERGIE ATOMIQUE ET AUX ENERGIES ALTERNATIVES
France
Net EU contribution
€ 396 573,75
Address
Rue Leblanc 25
75015 Paris 15

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Region
Ile-de-France Ile-de-France Paris
Activity type
Research Organisations
Non-EU contribution
€ 0,00
TECHNISCHE UNIVERSITAET DRESDEN
Germany
Net EU contribution
€ 286 875,00
Address
Helmholtzstrasse 10
01069 Dresden

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Region
Sachsen Dresden Dresden, Kreisfreie Stadt
Activity type
Higher or Secondary Education Establishments
Non-EU contribution
€ 0,00
RUDER BOSKOVIC INSTITUTE
Croatia
Net EU contribution
€ 349 462,50
Address
Bijenicka Cesta 54
10000 Zagreb

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Region
Hrvatska Grad Zagreb Grad Zagreb
Activity type
Research Organisations
Non-EU contribution
€ 0,00
EIDGENOSSISCHE MATERIALPRUFUNGS- UND FORSCHUNGSANSTALT
Switzerland
Net EU contribution
€ 192 343,50
Address
Ueberlandstrasse 129
8600 Dubendorf

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Region
Schweiz/Suisse/Svizzera Zürich Zürich
Activity type
Higher or Secondary Education Establishments
Non-EU contribution
€ 0,25