Reservoir Computing with Real-time Data for future IT

Project Information

RECORD-IT

Grant agreement ID: 664786

DOI 10.3030/664786

Project closed

EC signature date 27 May 2015

Start date 1 September 2015

End date 31 August 2018

Funded under

• EXCELLENT SCIENCE - Future and Emerging Technologies (FET)

Total cost € 4 193 147,50

EU contribution € 4 193 147,25

Coordinated by

CHALMERS TEKNISKA HOGSKOLA AB
Sweden

Deliverables

Open Research Data Pilot (1)

Data Management Plan

As instructed by our PO, data management plan report will be presented at month 6. Thereafter, as the project progresses, the document will be updated internally. Two additional official versions of the document will be released, by month 24 and by month 36 (to synchronize with the mid-term and final reviews).

Publications

Peer reviewed articles (18)

On developing theory of reservoir computing for sensing applications: the state weaving environment echo tracker (SWEET) algorithm

Author(s): Zoran Konkoli
Published in: International Journal of Parallel, Emergent and Distributed Systems, Issue 33/2, 2016, Page(s) 121-143, ISSN 1744-5760
Publisher: Taylor & Francis
DOI: 10.1080/17445760.2016.1241880

Nanopatterning of Mobile Lipid Monolayers on Electron-Beam-Sculpted Teflon AF Surfaces

Author(s): Mehrnaz Shaali, Samuel Lara-Avila, Paul Dommersnes, Alar Ainla, Sergey Kubatkin, Aldo Jesorka
Published in: ACS Nano, Issue 9/2, 2015, Page(s) 1271-1279, ISSN 1936-0851
Publisher: American Chemical Society
DOI: 10.1021/nn5050867

A rapid microfluidic technique for integrated viability determination of adherent single cells

Author(s): Shijun Xu, Anna Kim, Gavin D. M. Jeffries, Aldo Jesorka
Published in: Analytical and Bioanalytical Chemistry, Issue 407/5, 2015, Page(s) 1295-1301, ISSN 1618-2642
Publisher: Springer Verlag
DOI: 10.1007/s00216-014-8364-9

Influence of π-Iodide Intermolecular Interactions on Electronic Properties of Tin(IV) Iodide Semiconducting Complexes

Author(s): Wlaźlak, W. Macyk, W. Nitek, K. Szaciłowski
Published in: Inorganic Chemistry, Issue 55 (12), 2016, Page(s) 5935-5945, ISSN 0020-1669
Publisher: American Chemical Society

Implementing Silicon Nanoribbon Field-Effect Transistors as Arrays for Multiple Ion Detection

Author(s): Ralph Stoop, Mathias Wipf, Steffen Müller, Kristine Bedner, Iain Wright, Colin Martin, Edwin Constable, Axel Fanget, Christian Schönenberger, Michel Calame
Published in: Biosensors, Issue 6/2, 2016, Page(s) 21, ISSN 2079-6374
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/bios6020021

'Active Surfaces' as Possible Functional Systems in Detection and Chemical (Bio) Reactivity

Author(s): Catherine E. Housecroft, Cornelia G. Palivan, Karl Gademann, Wolfgang Meier, Michel Calame, Viktoria Mikhalevich, Xiaoyan Zhang, Ellen Piel, Mathieu Szponarski, Alexandra Wiesler, Angelo Lanzilotto, Edwin C. Constable, Axel Fanget, Ralph L. Stoop
Published in: CHIMIA International Journal for Chemistry, Issue 70/6, 2016, Page(s) 402-412, ISSN 0009-4293
Publisher: Schweizerische Chemische Gedellschaft
DOI: 10.2533/chimia.2016.402

On using reservoir computing for sensing applications: exploring environment-sensitive memristor networks

Author(s): Vasileios Athanasiou, Zoran Konkoli
Published in: International Journal of Parallel, Emergent and Distributed Systems, Issue 33/4, 2017, Page(s) 367-386, ISSN 1744-5760
Publisher: Taylor & Francis
DOI: 10.1080/17445760.2017.1287264

Charge transfer tuning in TiO 2 hybrid nanostructures with acceptor–acceptor systems

Author(s): K. Pilarczyk, K. Lewandowska, K. Mech, M. Kawa, M. Gajewska, B. Barszcz, A. Bogucki, A. Podborska, K. Szaciłowski
Published in: Journal of Materials Chemistry C, Issue 5/9, 2017, Page(s) 2415-2424, ISSN 2050-7534
Publisher: Royal Society of Chemistry
DOI: 10.1039/c6tc05190a

Interactions between graphene oxide and wide band gap semiconductors

Author(s): M Kawa, A Podborska, K Szaciłowski
Published in: Journal of Physics: Conference Series, Issue 745, 2016, Page(s) 032102, ISSN 1742-6588
Publisher: Institute of Physics
DOI: 10.1088/1742-6596/745/3/032102

Water-Soluble Colorimetric Amino[ bis (ethanesulfonate)] Azobenzene pH Indicators: A UV–Vis Absorption, DFT, and 1 H– 15 N NMR Spectroscopy Study

Author(s): Maria A. Cardona, Damjan Makuc, Konrad Szaciłowski, Janez Plavec, David C. Magri
Published in: ACS Omega, Issue 2/9, 2017, Page(s) 6159-6166, ISSN 2470-1343
Publisher: American Chemical Society
DOI: 10.1021/acsomega.7b00887

Organotitania-Based Nanostructures as a Suitable Platform for the Implementation of Binary, Ternary, and Fuzzy Logic Systems

Author(s): Andrzej Blachecki, Justyna Mech-Piskorz, Marta Gajewska, Krzysztof Mech, Kacper Pilarczyk, Konrad Szaciłowski
Published in: ChemPhysChem, Issue 18/13, 2017, Page(s) 1798-1810, ISSN 1439-4235
Publisher: John Wiley & Sons Ltd.
DOI: 10.1002/cphc.201700292

Molecular engineering of logic gate types by module rearrangement in ‘Pourbaix Sensors’: the effect of excited-state electric fields

Author(s): Jake C. Spiteri, Sergey A. Denisov, Gediminas Jonusauskas, Sylwia Klejna, Konrad Szaciłowski, Nathan D. McClenaghan, David C. Magri
Published in: Organic & Biomolecular Chemistry, Issue 16/34, 2018, Page(s) 6195-6201, ISSN 1477-0520
Publisher: Royal Society of Chemistry
DOI: 10.1039/c8ob00485d

Molecules, semiconductors, light and information: Towards future sensing and computing paradigms

Author(s): Kacper Pilarczyk, Ewelina Wlaźlak, Dawid Przyczyna, Andrzej Blachecki, Agnieszka Podborska, Vasileios Anathasiou, Zoran Konkoli, Konrad Szaciłowski
Published in: Coordination Chemistry Reviews, Issue 365, 2018, Page(s) 23-40, ISSN 0010-8545
Publisher: Elsevier BV
DOI: 10.1016/j.ccr.2018.03.018

Triiodide Organic Salts: Photoelectrochemistry at the Border between Insulators and Semiconductors

Author(s): Ewelina Wlaźlak, Justyna Kalinowska-Tłuścik, Wojciech Nitek, Sylwia Klejna, Krzysztof Mech, Wojciech Macyk, Konrad Szaciłowski
Published in: ChemElectroChem, 2018, ISSN 2196-0216
Publisher: Wiley
DOI: 10.1002/celc.201800975

Neuromorphic Time-Dependent Pattern Classification with Organic Electrochemical Transistor Arrays

Author(s): Sébastien Pecqueur, Maurizio Mastropasqua Talamo, David Guérin, Philippe Blanchard, Jean Roncali, Dominique Vuillaume, Fabien Alibart
Published in: Advanced Electronic Materials, Issue 4/9, 2018, Page(s) 1800166, ISSN 2199-160X
Publisher: WILEY‐VCH Verlag GmbH & Co. KGaA
DOI: 10.1002/aelm.201800166

Cation discrimination in organic electrochemical transistors by dual frequency sensing

Author(s): Sébastien Pecqueur, David Guérin, Dominique Vuillaume, Fabien Alibart
Published in: Organic Electronics, Issue 57, 2018, Page(s) 232-238, ISSN 1566-1199
Publisher: Elsevier BV
DOI: 10.1016/j.orgel.2018.03.020

Molecular and Ionic Dipole Effects on the Electronic Properties of Si-/SiO 2 -Grafted Alkylamine Monolayers

Author(s): Alina Gankin, Ruthy Sfez, Evgeniy Mervinetsky, Jörg Buchwald, Arezoo Dianat, Leonardo Medrano Sandonas, Rafael Gutierrez, Gianaurelio Cuniberti, Shlomo Yitzchaik
Published in: ACS Applied Materials & Interfaces, Issue 9/51, 2017, Page(s) 44873-44879, ISSN 1944-8244
Publisher: American Chemical Society
DOI: 10.1021/acsami.7b12218

On the efficient simulation of electrical circuits with constant phase elements: The Warburg element as a test case

Author(s): Vasileios Athanasiou, Zoran Konkoli
Published in: International Journal of Circuit Theory and Applications, Issue 46/5, 2018, Page(s) 1072-1090, ISSN 0098-9886
Publisher: John Wiley & Sons Inc.
DOI: 10.1002/cta.2474

Monographic books (1)

Open Volume Microfluidic Probe

Author(s): Gavin D. M. Jeffries, Anna A. Kim, Kiryl Kustanovich and Aldo Jesorka
Published in: Compendium of In Vivo Monitoring in Real-Time - Molecular Neuroscience - Volume 2, 2016
Publisher: World Scientific Press

Conference proceedings (4)

Concentric-electrode organic electrochemical transistors: case study for selective hydrazine sensing.

Author(s): S. Pecqueur, S. Lenfant, D. Guérin, F. Alibart & D. Vuillaume.
Published in: IOP Conference Series: Materials Science and Engineering., 2016
Publisher: to be published as conference proceedings

Smart materials for sensing and information processing

Author(s): Z. Konkoli and K. Szaciłowski
Published in: BITs 3rd annual congress of Smart materials, 2017
Publisher: World Congress of Smart Materials

Coordination compounds, light and information. Towards future sensing and computing paradigms

Author(s): A. Blachecki, M. Kawa, K. Mech, M. Lis, K. Pilarczyk, M. Suchecki, E. Wlaźlak, Z. Konkoli, K. Szaciłowski
Published in: International Symposium on Photochemistry and Photophysics of Coordination Compounds, 2017
Publisher: Oxford

Nanocomposites based on graphene oxide-titanium dioxide as a possible photoelectrochemical ion sensors

Author(s): Z. Crljen, I. Loncaric, M. Kawa, K. Szaciłowski
Published in: PPES 2018, Photoinduced Processes in Embedded Systems, 2018
Publisher: International Congress of Quantum Chemistry

Intellectual Property Rights

Patent (1)

Surface acoustic wave resonant sensor

Application/Publication number: PCT/SE2018 050542
Date: 2018-05-30

Other (2)

Sensor and uses thereof in detecting metal ions

Application/Publication number: Application No. 62 549,452
Date: 2017-08-24

The state weaving environment-echo tracker(SWEET/RECORD-IT) sensing setup and algorithm

Application/Publication number: EFS ID 25438428 Application number 62319972
Date: 2016-04-08