A new COlloidal cybernetIc sysTem tOwaRds 2030

Informations projet

COgITOR

N° de convention de subvention: 964388

DOI

10.3030/964388

Projet clôturé

Date de signature de la CE 19 Janvier 2021

Date de début 1 Juin 2021

Date de fin 28 Février 2026

Financé au titre de

• EXCELLENT SCIENCE - Future and Emerging Technologies (FET)

Coût total

€ 3 342 140,00

Contribution de l’UE

€ 3 342 140,00

Coordonné par

FONDAZIONE ISTITUTO ITALIANO DI TECNOLOGIA
Italy

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

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.

Publications

Peer reviewed articles (32)

Logical circuits in colloids

Auteurs: Nic Roberts, Noushin Raeisi Kheirabadi, Michail-Antisthenis Tsompanas, Alessandro Chiolerio, Marco Crepaldi, Andrew Adamatzky
Publié dans: Royal Society Open Science, Numéro 11, 2024, ISSN 2054-5703
Éditeur: Royal Society
DOI: 10.1098/rsos.231939

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

Auteurs: Charanraj Mohan, Marco Crepaldi, Alessandro Chiolerio
Publié dans: IEEE Transactions on Circuits and Systems I: Regular Papers, 2026, Page(s) 1-14, ISSN 1549-8328
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcsi.2025.3648506

Liquid Spaceships for Advanced Autonomous Exploration

Auteurs: Alessandro Chiolerio
Publié dans: International Journal of Unconventional Computing, 2025, ISSN 1548-7199
Éditeur: Old City Publishing
DOI: 10.32908/ijuc.v20.12

Learning in colloidal polyaniline nanorods

Auteurs: Alessandro Chiolerio, Erik Garofalo, Neil Phillips, Ermelinda Falletta, Rodrigo de Oliveira, Andrew Adamatzky
Publié dans: Results in Physics, Numéro 58, 2024, Page(s) 107501, ISSN 2211-3797
Éditeur: Elsevier
DOI: 10.1016/j.rinp.2024.107501

Electrical spiking activity of proteinoids-ZnO colloids

Auteurs: Panagiotis Mougkogiannis, Noushin Raeisi Kheirabadi, Alessandro Chiolerio, Andrew Adamatzky
Publié dans: Neuromorphic Computing and Engineering, Numéro 4, 2024, Page(s) 014007, ISSN 2634-4386
Éditeur: 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

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

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

Auteurs: Gisya Abdi, Andrzej Sławek, Alessandro Chiolerio, Katarzyna Berent, Konrad Szaciłowski
Publié dans: Journal of Materials Chemistry C, Numéro 13, 2025, Page(s) 22539-22553, ISSN 2050-7534
Éditeur: Royal Society of Chemistry
DOI: 10.1039/d5tc03407h

Experimental Demonstration of In‐Memory Computing in a Ferrofluid System

Auteurs: Marco Crepaldi, Charanraj Mohan, Erik Garofalo, Andrew Adamatzky, Konrad Szaciłowski, Alessandro Chiolerio
Publié dans: Advanced Materials, Numéro 35, 2023, ISSN 0935-9648
Éditeur: United Nations Industrial Developement Organization
DOI: 10.1002/adma.202211406

Boolean Circuits in Colloidal Mixtures of ZnO and Proteinoids

Auteurs: Raphael Fortulan, Noushin Raeisi Kheirabadi, Panagiotis Mougkogiannis, Alessandro Chiolerio, Andrew Adamatzky
Publié dans: ACS Omega, Numéro 9, 2024, Page(s) 42127-42136, ISSN 2470-1343
Éditeur: American Chemical Society
DOI: 10.1021/acsomega.4c02468

Complexity and Nonlinearity of Colloid Electrical Transducers

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

Plasmonic Nanofluids: Enhancing Photothermal Gradients toward Liquid Robots

Auteurs: Matteo Bevione, Alessandro Chiolerio, Giulia Tagliabue
Publié dans: ACS Applied Materials &amp; Interfaces, Numéro 15, 2023, Page(s) 50106-50115, ISSN 1944-8244
Éditeur: American Chemical Society
DOI: 10.1021/acsami.3c06859

Learning in colloids: Synapse-like ZnO + DMSO colloid

Auteurs: Noushin Raeisi Kheirabadi, Alessandro Chiolerio, Neil Phillips, Andrew Adamatzky
Publié dans: Neurocomputing, Numéro 557, 2024, Page(s) 126710, ISSN 0925-2312
Éditeur: Elsevier BV
DOI: 10.1016/j.neucom.2023.126710

On complexity of colloid cellular automata

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

Responsive Magnetic Polymer Nanocomposites through Thermal-Induced Structural Reorganization

Auteurs: Qing Chen, Roman Furrer, Loghman Jamilpanah, Andrei Chumakov, Yusuf Bulut, Constantin Harder, Peter Müller-Buschbaum, Stephan V. Roth, Artur Braun
Publié dans: ACS Nano, Numéro 19, 2025, Page(s) 6165-6179, ISSN 1936-0851
Éditeur: American Chemical Society
DOI: 10.1021/acsnano.4c14311

A grapeful discovery: Reservoir computing with wine beads

Auteurs: Raphael Fortulan, Noushin Raeisi Kheirabadi, Alessandro Chiolerio, Andrew Adamatzky
Publié dans: PNAS Nexus, Numéro 4, 2025, ISSN 2752-6542
Éditeur: Oxford University Press (OUP)
DOI: 10.1093/pnasnexus/pgaf335

Visible light: shaping chemical intelligence in proteinoid–ZnO interfaces

Auteurs: Panagiotis Mougkogiannis, Noushin Raeisi Kheirabadi, Andrew Adamatzky
Publié dans: New Journal of Chemistry, Numéro 48, 2024, Page(s) 17650-17669, ISSN 1144-0546
Éditeur: Royal Society of Chemistry
DOI: 10.1039/d4nj03803g

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

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

CAUIM: Amazonian Cassava‐Based Programmable Biocolloid

Auteurs: Raphael Fortulan, Noushin Raeisi Kheirabadi, Clay Palmeira, Davin Browner, Alessandro Chiolerio, Andrew Adamatzky
Publié dans: Advanced Intelligent Systems, Numéro 8, 2026, ISSN 2640-4567
Éditeur: Wiley
DOI: 10.1002/aisy.202501057

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

Auteurs: Matteo Bevione, Gopal Narmada Naidu, Giulia Tagliabue
Publié dans: Materials Horizons, Numéro 12, 2025, Page(s) 7594-7605, ISSN 2051-6347
Éditeur: Royal Society of Chemistry (RSC)
DOI: 10.1039/d5mh00771b

Observation of phase correlations in ferrofluids

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

Liquid ferrofluid synapses for spike-based neuromorphic learning

Auteurs: Charanraj Mohan, Marco Crepaldi, Diego Torazza, Andrew Adamatzky, Gisya Abdi, Aleksandra Szkudlarek, Alessandro Chiolerio
Publié dans: Materials Horizons, Numéro 12, 2025, Page(s) 4193-4207, ISSN 2051-6347
Éditeur: Royal Society of Chemistry (RSC)
DOI: 10.1039/d4mh01592d

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

Auteurs: Adriana Nunes dos Santos, Rodrigo J. de Oliveira, Alessandro Chiolerio
Publié dans: ACS Omega, Numéro 10, 2025, Page(s) 47748-47760, ISSN 2470-1343
Éditeur: American Chemical Society (ACS)
DOI: 10.1021/acsomega.5c03274

Sustainable reservoir computing with liquid egg albumen

Auteurs: Raphael Fortulan, Noushin Raeisi Kheirabadi, Davin Browner, Alessandro Chiolerio, Andrew Adamatzky
Publié dans: Journal of Materials Chemistry C, Numéro 13, 2025, Page(s) 7411-7419, ISSN 2050-7534
Éditeur: Royal Society of Chemistry
DOI: 10.1039/d4tc05233a

Restructurable materials for soft actuators

Auteurs: Qing Chen
Publié dans: Journal of Materials Research, 2024, ISSN 0884-2914
Éditeur: Materials Research Society
DOI: 10.1557/s43578-024-01423-4

Pavlovian reflex in colloids

Auteurs: Raeisi Kheirabadi, Noushin; Chiolerio, Alessandro; Adamatzky, Andy
Publié dans: BioNanoScience, Numéro 3, 2024, ISSN 2191-1649
Éditeur: Springer Science+Business Media
DOI: 10.1007/s12668-023-01287-8

On fault-tolerant Boolean functions in proteinoids–ZnO colloids

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

Neuromorphic Liquids, Colloids, and Gels: A Review

Auteurs: Noushin Raeisi Kheirabadi, Alessandro Chiolerio, Konrad Szaciłowski, and Andrew Adamatzky
Publié dans: ChemPhysChem, 2023, Page(s) 1-17, ISSN 1439-7641
Éditeur: Wiley-VCH GmbH
DOI: 10.1002/cphc.202200390

Thermal colloid programming

Auteurs: Raphael Fortulan, Noushin Raeisi Kheirabadi, Alessandro Chiolerio, Andrew Adamatzky
Publié dans: Scientific Reports, Numéro 15, 2025, ISSN 2045-2322
Éditeur: Nature Publishing Group
DOI: 10.1038/s41598-025-97484-4

Proposing magnetoimpedance effect for neuromorphic computing

Auteurs: Loghman Jamilpanah, Alessandro Chiolerio, Marco Crepaldi, Andrew Adamatzky, Majid Mohseni
Publié dans: Scientific Reports, 2023, ISSN 2045-2322
Éditeur: Nature Publishing Group
DOI: 10.21203/rs.3.rs-2481120/v1

Tracing Innovation Pathways

Auteurs: Luigi Assom, Aron Larsson, Alessandro Chiolerio
Publié dans: Inventions, Numéro 11, 2026, Page(s) 19, ISSN 2411-5134
Éditeur: MDPI AG
DOI: 10.3390/inventions11010019

Achieving liquid processors by colloidal suspensions for reservoir computing

Auteurs: Raphael Fortulan, Noushin Raeisi Kheirabadi, Alessandro Chiolerio, Andrew Adamatzky
Publié dans: Communications Materials, Numéro 5, 2024, ISSN 2662-4443
Éditeur: Springer Nature Limited
DOI: 10.1038/s43246-024-00653-7

Reconfigurable Soft Actuators Constructed via Layer‐by‐layer Assembly

Auteurs: 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
Publié dans: Advanced Materials Interfaces, Numéro 12, 2025, ISSN 2196-7350
Éditeur: Wiley
DOI: 10.1002/admi.202500269

Conference proceedings (2)

Implementing Logic Operations in Gold Nanoparticles Colloidal Suspensions

Auteurs: Raphael Fortulan, Noushin Raeisi Kheirabadi, Alexei Antipov, Carsten Jost, Alessandro Chiolerio, Andrew Adamatzky
Publié dans: 2024 13th International Conference on Modern Circuits and Systems Technologies (MOCAST), 2024, Page(s) 01-04
Éditeur: IEEE
DOI: 10.1109/mocast61810.2024.10615444

Colloid intelligence

Auteurs: Alessandro Chiolerio
Publié dans: Bioinspiration, Biomimetics, and Bioreplication XIV, 2024, Page(s) 1
Éditeur: SPIE
DOI: 10.1117/12.3013018

Book chapters (1)

Post-Apocalyptic Computing

Auteurs: Andrew Adamatzky
Publié dans: WSPC Book Series in Unconventional Computing, 2025
Éditeur: WORLD SCIENTIFIC
DOI: 10.1142/13960