Reservoir Computing with Real-time Data for future IT (RECORD-IT)

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)

Docent vid Chalmers, Microtechnology and Nanoscience (MC2), Electronics Material and Systems Laboratory

Aldo Jesorka

Biträdande professor vid Chemistry and Chemical Engineering, Chemistry and Biotechnology, Physical Chemistry

Göran Wendin

Professor vid Chalmers, Microtechnology and Nanoscience (MC2), Electronics Material and Systems Laboratory

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)

Grenoble Cedex 09, France

The Hebrew University Of Jerusalem

Jerusalem, Israel

University of Basel

Basel, Switzerland

Funding

European Commission (Horizon 2020)

Funding Chalmers participation during 2015–2018

Related Areas of Advance and Infrastructure

Nanoscience and Nanotechnology

Areas of Advance

More information

Latest update

2016-11-18