A new COlloidal cybernetIc sysTem tOwaRds 2030

Informazioni relative al progetto

COgITOR

ID dell’accordo di sovvenzione: 964388

DOI

10.3030/964388

Progetto chiuso

Data della firma CE 19 Gennaio 2021

Data di avvio 1 Giugno 2021

Data di completamento 28 Febbraio 2026

Finanziato da

• EXCELLENT SCIENCE - Future and Emerging Technologies (FET)

Costo totale

€ 3 342 140,00

Contributo UE

€ 3 342 140,00

Coordinato da

FONDAZIONE ISTITUTO ITALIANO DI TECNOLOGIA
Italy

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

Websites, patent fillings, videos etc. (1)

Project logo and website

Distribution of the project logo and initiation of the website

Documents, reports (6)

Report on memory and computation materials, final

This deliverable consists in a document containing literature review and trade-off table for the proper selection of materials to be used in the memory and computation subsystem of COgITOR.

Report on self-healing materials

This report will contain a literature overview and trade-off table for the self-healing soft materials to be used in COgITOR.

2030 Visionary and Technology Roadmap

This deliverable consists of a visionary roadmap describing the future decade of impacts of COgITOR on science and technology

Report on memory & computation materials, intermediate

This deliverable consists in a document containing literature review and tradeoff table for the proper selection of materials to be used in the memory and computation subsystem of COgITOR

Stakeholder analysis

This deliverable consists of a report containing a detailed analysis of the stakeholders applicable for communication of project COgITOR results, to initiate contacts with industrial partners.

Dissemination and communication plan

This will be a live deliverable, updated at M12, M24, M36 and M48, containing the dissemination and communication plan.

Demonstrators, pilots, prototypes (2)

Harvesting subsystem, intermediate

This deliverable will be the prototype of the energy harvesting subsystem realized to power the COgITOR, and based on liquid state materials.

Memory & computing subsystem

This deliverable consists in the demonstration of memorization and computation capabilities of the COgITOR subsystem.

Other (1)

Art&science&technology school and fair

The deliverable will consist in the organization of a public event, containing art installations, scientific symposia for different level of scientific literacy, and a fair, hosting a number of high-tech companies.

Open Research Data Pilot (1)

Data management plan

Creation and maintenance of the data management plan.

Pubblicazioni

Peer reviewed articles (32)

Logical circuits in colloids

Autori: Nic Roberts, Noushin Raeisi Kheirabadi, Michail-Antisthenis Tsompanas, Alessandro Chiolerio, Marco Crepaldi, Andrew Adamatzky
Pubblicato in: Royal Society Open Science, Numero 11, 2024, ISSN 2054-5703
Editore: Royal Society
DOI: 10.1098/rsos.231939

An 180 nm Four-Port Multi-Directional ASIC for Holonomic Features Extraction of Colloidal Systems

Autori: Charanraj Mohan, Marco Crepaldi, Alessandro Chiolerio
Pubblicato in: IEEE Transactions on Circuits and Systems I: Regular Papers, 2026, Pagina/e 1-14, ISSN 1549-8328
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcsi.2025.3648506

Liquid Spaceships for Advanced Autonomous Exploration

Autori: Alessandro Chiolerio
Pubblicato in: International Journal of Unconventional Computing, 2025, ISSN 1548-7199
Editore: Old City Publishing
DOI: 10.32908/ijuc.v20.12

Learning in colloidal polyaniline nanorods

Autori: Alessandro Chiolerio, Erik Garofalo, Neil Phillips, Ermelinda Falletta, Rodrigo de Oliveira, Andrew Adamatzky
Pubblicato in: Results in Physics, Numero 58, 2024, Pagina/e 107501, ISSN 2211-3797
Editore: Elsevier
DOI: 10.1016/j.rinp.2024.107501

Electrical spiking activity of proteinoids-ZnO colloids

Autori: Panagiotis Mougkogiannis, Noushin Raeisi Kheirabadi, Alessandro Chiolerio, Andrew Adamatzky
Pubblicato in: Neuromorphic Computing and Engineering, Numero 4, 2024, Pagina/e 014007, ISSN 2634-4386
Editore: Institute of Physics
DOI: 10.1088/2634-4386/ad2afb

Interplay between Vertical and Horizontal Schemes of Computation: From Bayesian Inference to Quantum Logic via Gluing Boolean Algebras

Autori: Yukio-Pegio Gunji, Kyoko Nakamura, Kazuto Sasai, Iori Tani, Mayo Kuroki, Alessandro Chiolerio, Andrew Adamatzky, Andrei Khrennikov
Pubblicato in: Entropy, 2026, ISSN 1099-4300
Editore: Multidisciplinary Digital Publishing Institute (MDPI)

Electro-ferroelectric characterization of nicotinium tetrachloridocuprate( <scp>ii</scp> ) memristor for prospective neuromorphic applications

Autori: Gisya Abdi, Andrzej Sławek, Alessandro Chiolerio, Katarzyna Berent, Konrad Szaciłowski
Pubblicato in: Journal of Materials Chemistry C, Numero 13, 2025, Pagina/e 22539-22553, ISSN 2050-7534
Editore: Royal Society of Chemistry
DOI: 10.1039/d5tc03407h

Experimental Demonstration of In‐Memory Computing in a Ferrofluid System

Autori: Marco Crepaldi, Charanraj Mohan, Erik Garofalo, Andrew Adamatzky, Konrad Szaciłowski, Alessandro Chiolerio
Pubblicato in: Advanced Materials, Numero 35, 2023, ISSN 0935-9648
Editore: United Nations Industrial Developement Organization
DOI: 10.1002/adma.202211406

Boolean Circuits in Colloidal Mixtures of ZnO and Proteinoids

Autori: Raphael Fortulan, Noushin Raeisi Kheirabadi, Panagiotis Mougkogiannis, Alessandro Chiolerio, Andrew Adamatzky
Pubblicato in: ACS Omega, Numero 9, 2024, Pagina/e 42127-42136, ISSN 2470-1343
Editore: American Chemical Society
DOI: 10.1021/acsomega.4c02468

Complexity and Nonlinearity of Colloid Electrical Transducers

Autori: Raphael Fortulan, Noushin Raeisi Kheirabadi, Alessandro Chiolerio, Mohammad Mahdi Dehshibi, Andrew Adamatzky
Pubblicato in: International Journal of Unconventional Computing, 2025, ISSN 1548-7199
Editore: Old City Publishing
DOI: 10.32908/ijuc.v20.11

Plasmonic Nanofluids: Enhancing Photothermal Gradients toward Liquid Robots

Autori: Matteo Bevione, Alessandro Chiolerio, Giulia Tagliabue
Pubblicato in: ACS Applied Materials &amp; Interfaces, Numero 15, 2023, Pagina/e 50106-50115, ISSN 1944-8244
Editore: American Chemical Society
DOI: 10.1021/acsami.3c06859

Learning in colloids: Synapse-like ZnO + DMSO colloid

Autori: Noushin Raeisi Kheirabadi, Alessandro Chiolerio, Neil Phillips, Andrew Adamatzky
Pubblicato in: Neurocomputing, Numero 557, 2024, Pagina/e 126710, ISSN 0925-2312
Editore: Elsevier BV
DOI: 10.1016/j.neucom.2023.126710

On complexity of colloid cellular automata

Autori: Andrew Adamatzky, Nic Roberts, Raphael Fortulan, Noushin Raeisi Kheirabadi, Panagiotis Mougkogiannis, Michail-Antisthenis Tsompanas, Genaro J. Martínez, Georgios Ch. Sirakoulis, Alessandro Chiolerio
Pubblicato in: Scientific Reports, Numero 14, 2024, ISSN 2045-2322
Editore: Nature Publishing Group
DOI: 10.1038/s41598-024-72107-6

Responsive Magnetic Polymer Nanocomposites through Thermal-Induced Structural Reorganization

Autori: Qing Chen, Roman Furrer, Loghman Jamilpanah, Andrei Chumakov, Yusuf Bulut, Constantin Harder, Peter Müller-Buschbaum, Stephan V. Roth, Artur Braun
Pubblicato in: ACS Nano, Numero 19, 2025, Pagina/e 6165-6179, ISSN 1936-0851
Editore: American Chemical Society
DOI: 10.1021/acsnano.4c14311

A grapeful discovery: Reservoir computing with wine beads

Autori: Raphael Fortulan, Noushin Raeisi Kheirabadi, Alessandro Chiolerio, Andrew Adamatzky
Pubblicato in: PNAS Nexus, Numero 4, 2025, ISSN 2752-6542
Editore: Oxford University Press (OUP)
DOI: 10.1093/pnasnexus/pgaf335

Visible light: shaping chemical intelligence in proteinoid–ZnO interfaces

Autori: Panagiotis Mougkogiannis, Noushin Raeisi Kheirabadi, Andrew Adamatzky
Pubblicato in: New Journal of Chemistry, Numero 48, 2024, Pagina/e 17650-17669, ISSN 1144-0546
Editore: Royal Society of Chemistry
DOI: 10.1039/d4nj03803g

Hygro‐Dynamic and Conductive Actuator That Restructures and Heals by Water

Autori: Qing Chen, Tina Künniger, Qun Song, Kai Zhang, Andrei Chumakov, Yusuf Bulut, Constantin Harder, Peter Müller‐Buschbaum, Stephan V. Roth, Artur Braun
Pubblicato in: Advanced Functional Materials, Numero 34, 2024, ISSN 1616-301X
Editore: John Wiley & Sons Ltd.
DOI: 10.1002/adfm.202402924

CAUIM: Amazonian Cassava‐Based Programmable Biocolloid

Autori: Raphael Fortulan, Noushin Raeisi Kheirabadi, Clay Palmeira, Davin Browner, Alessandro Chiolerio, Andrew Adamatzky
Pubblicato in: Advanced Intelligent Systems, Numero 8, 2026, ISSN 2640-4567
Editore: Wiley
DOI: 10.1002/aisy.202501057

Hydrogel-based thermoelectrochemical cells for waste heat recovery under passive cooling conditions

Autori: Matteo Bevione, Gopal Narmada Naidu, Giulia Tagliabue
Pubblicato in: Materials Horizons, Numero 12, 2025, Pagina/e 7594-7605, ISSN 2051-6347
Editore: Royal Society of Chemistry (RSC)
DOI: 10.1039/d5mh00771b

Observation of phase correlations in ferrofluids

Autori: Alessandro Chiolerio, Giuseppe Vitiello, Mohammad Mahdi Dehshibi, Marco Crepaldi, Diego Torazza, Andrew Adamatzky
Pubblicato in: Scientific Reports, 2026, ISSN 2045-2322
Editore: Nature Publishing Group
DOI: 10.1038/s41598-026-45834-1

Liquid ferrofluid synapses for spike-based neuromorphic learning

Autori: Charanraj Mohan, Marco Crepaldi, Diego Torazza, Andrew Adamatzky, Gisya Abdi, Aleksandra Szkudlarek, Alessandro Chiolerio
Pubblicato in: Materials Horizons, Numero 12, 2025, Pagina/e 4193-4207, ISSN 2051-6347
Editore: Royal Society of Chemistry (RSC)
DOI: 10.1039/d4mh01592d

Plasmonic Nanostructures for Enhanced Self-Healing in Materials: A Review

Autori: Adriana Nunes dos Santos, Rodrigo J. de Oliveira, Alessandro Chiolerio
Pubblicato in: ACS Omega, Numero 10, 2025, Pagina/e 47748-47760, ISSN 2470-1343
Editore: American Chemical Society (ACS)
DOI: 10.1021/acsomega.5c03274

Sustainable reservoir computing with liquid egg albumen

Autori: Raphael Fortulan, Noushin Raeisi Kheirabadi, Davin Browner, Alessandro Chiolerio, Andrew Adamatzky
Pubblicato in: Journal of Materials Chemistry C, Numero 13, 2025, Pagina/e 7411-7419, ISSN 2050-7534
Editore: Royal Society of Chemistry
DOI: 10.1039/d4tc05233a

Restructurable materials for soft actuators

Autori: Qing Chen
Pubblicato in: Journal of Materials Research, 2024, ISSN 0884-2914
Editore: Materials Research Society
DOI: 10.1557/s43578-024-01423-4

Pavlovian reflex in colloids

Autori: Raeisi Kheirabadi, Noushin; Chiolerio, Alessandro; Adamatzky, Andy
Pubblicato in: BioNanoScience, Numero 3, 2024, ISSN 2191-1649
Editore: Springer Science+Business Media
DOI: 10.1007/s12668-023-01287-8

On fault-tolerant Boolean functions in proteinoids–ZnO colloids

Autori: Noushin Raeisi Kheirabadi, Panagiotis Mougkogiannis, Raphael Fortulan, Nic Roberts, Alessandro Chiolerio, Andrew Adamatzky
Pubblicato in: Journal of Materials Science: Materials in Electronics, Numero 36, 2025, ISSN 0957-4522
Editore: Kluwer Academic Publishers
DOI: 10.1007/s10854-025-14302-3

Neuromorphic Liquids, Colloids, and Gels: A Review

Autori: Noushin Raeisi Kheirabadi, Alessandro Chiolerio, Konrad Szaciłowski, and Andrew Adamatzky
Pubblicato in: ChemPhysChem, 2023, Pagina/e 1-17, ISSN 1439-7641
Editore: Wiley-VCH GmbH
DOI: 10.1002/cphc.202200390

Thermal colloid programming

Autori: Raphael Fortulan, Noushin Raeisi Kheirabadi, Alessandro Chiolerio, Andrew Adamatzky
Pubblicato in: Scientific Reports, Numero 15, 2025, ISSN 2045-2322
Editore: Nature Publishing Group
DOI: 10.1038/s41598-025-97484-4

Proposing magnetoimpedance effect for neuromorphic computing

Autori: Loghman Jamilpanah, Alessandro Chiolerio, Marco Crepaldi, Andrew Adamatzky, Majid Mohseni
Pubblicato in: Scientific Reports, 2023, ISSN 2045-2322
Editore: Nature Publishing Group
DOI: 10.21203/rs.3.rs-2481120/v1

Tracing Innovation Pathways

Autori: Luigi Assom, Aron Larsson, Alessandro Chiolerio
Pubblicato in: Inventions, Numero 11, 2026, Pagina/e 19, ISSN 2411-5134
Editore: MDPI AG
DOI: 10.3390/inventions11010019

Achieving liquid processors by colloidal suspensions for reservoir computing

Autori: Raphael Fortulan, Noushin Raeisi Kheirabadi, Alessandro Chiolerio, Andrew Adamatzky
Pubblicato in: Communications Materials, Numero 5, 2024, ISSN 2662-4443
Editore: Springer Nature Limited
DOI: 10.1038/s43246-024-00653-7

Reconfigurable Soft Actuators Constructed via Layer‐by‐layer Assembly

Autori: Qing Chen, Loghman Jamilpanah, Tina Künniger, Roman Furrer, Qun Song, Kai Zhang, Andrei Chumakov, Constantin Harder, Yusuf Bulut, Peter Müller‐Buschbaum, Stephan V. Roth, Artur Braun
Pubblicato in: Advanced Materials Interfaces, Numero 12, 2025, ISSN 2196-7350
Editore: Wiley
DOI: 10.1002/admi.202500269

Conference proceedings (2)

Implementing Logic Operations in Gold Nanoparticles Colloidal Suspensions

Autori: Raphael Fortulan, Noushin Raeisi Kheirabadi, Alexei Antipov, Carsten Jost, Alessandro Chiolerio, Andrew Adamatzky
Pubblicato in: 2024 13th International Conference on Modern Circuits and Systems Technologies (MOCAST), 2024, Pagina/e 01-04
Editore: IEEE
DOI: 10.1109/mocast61810.2024.10615444

Colloid intelligence

Autori: Alessandro Chiolerio
Pubblicato in: Bioinspiration, Biomimetics, and Bioreplication XIV, 2024, Pagina/e 1
Editore: SPIE
DOI: 10.1117/12.3013018

Book chapters (1)

Post-Apocalyptic Computing

Autori: Andrew Adamatzky
Pubblicato in: WSPC Book Series in Unconventional Computing, 2025
Editore: WORLD SCIENTIFIC
DOI: 10.1142/13960