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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-RIA
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Funding Scheme

RIA - Research and Innovation action

Coordinator

CHALMERS TEKNISKA HOEGSKOLA AB
Address
-
41296 Goeteborg
Sweden
Activity type
Higher or Secondary Education Establishments
EU contribution
€ 917 205

Participants (8)

CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS
France
EU contribution
€ 672 160
Address
Rue Michel Ange 3
75794 Paris
Activity type
Research Organisations
UNIVERSITAT BASEL
Switzerland
EU contribution
€ 384 687,50
Address
Petersplatz 1
4051 Basel
Activity type
Higher or Secondary Education Establishments
AKADEMIA GORNICZO-HUTNICZA IM. STANISLAWA STASZICA W KRAKOWIE
Poland
EU contribution
€ 399 000
Address
Al Adama Mickiewicza 30
30-059 Krakow
Activity type
Higher or Secondary Education Establishments
THE HEBREW UNIVERSITY OF JERUSALEM
Israel
EU contribution
€ 594 840
Address
Edmond J Safra Campus Givat Ram
91904 Jerusalem
Activity type
Higher or Secondary Education Establishments
COMMISSARIAT A L ENERGIE ATOMIQUE ET AUX ENERGIES ALTERNATIVES
France
EU contribution
€ 396 573,75
Address
Rue Leblanc 25
75015 Paris 15
Activity type
Research Organisations
TECHNISCHE UNIVERSITAET DRESDEN
Germany
EU contribution
€ 286 875
Address
Helmholtzstrasse 10
01069 Dresden
Activity type
Higher or Secondary Education Establishments
RUDER BOSKOVIC INSTITUTE
Croatia
EU contribution
€ 349 462,50
Address
Bijenicka Cesta 54
10000 Zagreb
Activity type
Research Organisations
EIDGENOSSISCHE MATERIALPRUFUNGS- UND FORSCHUNGSANSTALT
Switzerland
EU contribution
€ 192 343,50
Address
Ueberlandstrasse 129
8600 Dubendorf
Activity type
Higher or Secondary Education Establishments