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Reservoir Computing with Real-time Data for future IT

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.
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Coordinator

CHALMERS TEKNISKA HOEGSKOLA AB

Address

-
41296 Goeteborg

Sweden

Activity type

Higher or Secondary Education Establishments

EU Contribution

€ 917 205

Participants (8)

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CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS

France

EU Contribution

€ 672 160

UNIVERSITAT BASEL

Switzerland

EU Contribution

€ 384 687,50

AKADEMIA GORNICZO-HUTNICZA IM. STANISLAWA STASZICA W KRAKOWIE

Poland

EU Contribution

€ 399 000

THE HEBREW UNIVERSITY OF JERUSALEM

Israel

EU Contribution

€ 594 840

COMMISSARIAT A L ENERGIE ATOMIQUE ET AUX ENERGIES ALTERNATIVES

France

EU Contribution

€ 396 573,75

TECHNISCHE UNIVERSITAET DRESDEN

Germany

EU Contribution

€ 286 875

RUDER BOSKOVIC INSTITUTE

Croatia

EU Contribution

€ 349 462,50

EIDGENOSSISCHE MATERIALPRUFUNGS- UND FORSCHUNGSANSTALT

Switzerland

EU Contribution

€ 192 343,50

Project information

Grant agreement ID: 664786

  • Start date

    1 September 2015

  • End date

    31 August 2018

Funded under:

H2020-EU.1.2.1.

  • Overall budget:

    € 4 193 147,50

  • EU contribution

    € 4 193 147,25

Coordinated by:

CHALMERS TEKNISKA HOEGSKOLA AB

Sweden

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