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.
Deltagare
Zoran Konkoli (kontakt)
Chalmers, Mikroteknologi och nanovetenskap, Elektronikmaterial
Aldo Jesorka
Chalmers, Kemi och kemiteknik, Kemi och biokemi
Göran Wendin
Chalmers, Mikroteknologi och nanovetenskap, Elektronikmaterial
Samarbetspartners
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
Finansiering
Europeiska kommissionen (EU)
Projekt-id: EC/H2020/664786
Finansierar Chalmers deltagande under 2015–2018
Relaterade styrkeområden och infrastruktur
Nanovetenskap och nanoteknik
Styrkeområden