Reservoir Computing with Real-time Data for future IT (RECORD-IT)
Forskningsprojekt, 2015 – 2018

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.


Zoran Konkoli (kontakt)

Chalmers, Mikroteknologi och nanovetenskap, Elektronikmaterial

Aldo Jesorka

Chalmers, Kemi och kemiteknik, Kemi och biokemi

Göran Wendin

Chalmers, Mikroteknologi och nanovetenskap, Elektronikmaterial


Akademia Gorniczo-Hutnicza im. Stanislawa Staszica w Krakowie

Krakow, Poland

Centre national de la recherche scientifique (CNRS)

Paris, France

Le Commissariat à l’Énergie Atomique et aux Énergies Alternatives (CEA)

Gif-sur-Yvette, France

Ruder Boskovic Institute

Zagreb, Croatia

Technische Universität Dresden

Dresden, Germany

The Hebrew University Of Jerusalem

Jerusalem, Israel

Universität Basel

Basel, Switzerland


Europeiska kommissionen (EU)

Projekt-id: EC/H2020/664786
Finansierar Chalmers deltagande under 2015–2018

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Nanovetenskap och nanoteknik




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