Reservoir Computing with Real-time Data for future IT (RECORD-IT)
Research Project, 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.
Participants
Zoran Konkoli (contact)
Chalmers, Microtechnology and Nanoscience (MC2), Electronics Material and Systems
Aldo Jesorka
Chalmers, Chemistry and Chemical Engineering, Chemistry and Biochemistry
Göran Wendin
Chalmers, Microtechnology and Nanoscience (MC2), Electronics Material and Systems
Collaborations
AGH University of Science and Technology
Krakow, Poland
Centre national de la recherche scientifique (CNRS)
Paris, France
Ruder Boskovic Institute
Zagreb, Croatia
Technische Universität Dresden
Dresden, Germany
The French Alternative Energies and Atomic Energy Commission (CEA)
Gif-sur-Yvette, France
The Hebrew University Of Jerusalem
Jerusalem, Israel
University of Basel
Basel, Switzerland
Funding
European Commission (EC)
Project ID: EC/H2020/664786
Funding Chalmers participation during 2015–2018
Related Areas of Advance and Infrastructure
Nanoscience and Nanotechnology
Areas of Advance