A new COlloidal cybernetIc sysTem tOwaRds 2030

Información del proyecto

COgITOR

Identificador del acuerdo de subvención: 964388

DOI

10.3030/964388

Proyecto cerrado

Fecha de la firma de la CE 19 Enero 2021

Fecha de inicio 1 Junio 2021

Fecha de finalización 28 Febrero 2026

Financiado con arreglo a

• EXCELLENT SCIENCE - Future and Emerging Technologies (FET)

Coste total

€ 3 342 140,00

Aportación de la UE

€ 3 342 140,00

Coordinado por

FONDAZIONE ISTITUTO ITALIANO DI TECNOLOGIA
Italy

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

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.

Publicaciones

Peer reviewed articles (32)

Logical circuits in colloids

Autores: Nic Roberts, Noushin Raeisi Kheirabadi, Michail-Antisthenis Tsompanas, Alessandro Chiolerio, Marco Crepaldi, Andrew Adamatzky
Publicado en: Royal Society Open Science, Edición 11, 2024, ISSN 2054-5703
Editor: Royal Society
DOI: 10.1098/rsos.231939

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

Autores: Charanraj Mohan, Marco Crepaldi, Alessandro Chiolerio
Publicado en: IEEE Transactions on Circuits and Systems I: Regular Papers, 2026, Página(s) 1-14, ISSN 1549-8328
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcsi.2025.3648506

Liquid Spaceships for Advanced Autonomous Exploration

Autores: Alessandro Chiolerio
Publicado en: International Journal of Unconventional Computing, 2025, ISSN 1548-7199
Editor: Old City Publishing
DOI: 10.32908/ijuc.v20.12

Learning in colloidal polyaniline nanorods

Autores: Alessandro Chiolerio, Erik Garofalo, Neil Phillips, Ermelinda Falletta, Rodrigo de Oliveira, Andrew Adamatzky
Publicado en: Results in Physics, Edición 58, 2024, Página(s) 107501, ISSN 2211-3797
Editor: Elsevier
DOI: 10.1016/j.rinp.2024.107501

Electrical spiking activity of proteinoids-ZnO colloids

Autores: Panagiotis Mougkogiannis, Noushin Raeisi Kheirabadi, Alessandro Chiolerio, Andrew Adamatzky
Publicado en: Neuromorphic Computing and Engineering, Edición 4, 2024, Página(s) 014007, ISSN 2634-4386
Editor: 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

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

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

Autores: Gisya Abdi, Andrzej Sławek, Alessandro Chiolerio, Katarzyna Berent, Konrad Szaciłowski
Publicado en: Journal of Materials Chemistry C, Edición 13, 2025, Página(s) 22539-22553, ISSN 2050-7534
Editor: Royal Society of Chemistry
DOI: 10.1039/d5tc03407h

Experimental Demonstration of In‐Memory Computing in a Ferrofluid System

Autores: Marco Crepaldi, Charanraj Mohan, Erik Garofalo, Andrew Adamatzky, Konrad Szaciłowski, Alessandro Chiolerio
Publicado en: Advanced Materials, Edición 35, 2023, ISSN 0935-9648
Editor: United Nations Industrial Developement Organization
DOI: 10.1002/adma.202211406

Boolean Circuits in Colloidal Mixtures of ZnO and Proteinoids

Autores: Raphael Fortulan, Noushin Raeisi Kheirabadi, Panagiotis Mougkogiannis, Alessandro Chiolerio, Andrew Adamatzky
Publicado en: ACS Omega, Edición 9, 2024, Página(s) 42127-42136, ISSN 2470-1343
Editor: American Chemical Society
DOI: 10.1021/acsomega.4c02468

Complexity and Nonlinearity of Colloid Electrical Transducers

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

Plasmonic Nanofluids: Enhancing Photothermal Gradients toward Liquid Robots

Autores: Matteo Bevione, Alessandro Chiolerio, Giulia Tagliabue
Publicado en: ACS Applied Materials &amp; Interfaces, Edición 15, 2023, Página(s) 50106-50115, ISSN 1944-8244
Editor: American Chemical Society
DOI: 10.1021/acsami.3c06859

Learning in colloids: Synapse-like ZnO + DMSO colloid

Autores: Noushin Raeisi Kheirabadi, Alessandro Chiolerio, Neil Phillips, Andrew Adamatzky
Publicado en: Neurocomputing, Edición 557, 2024, Página(s) 126710, ISSN 0925-2312
Editor: Elsevier BV
DOI: 10.1016/j.neucom.2023.126710

On complexity of colloid cellular automata

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

Responsive Magnetic Polymer Nanocomposites through Thermal-Induced Structural Reorganization

Autores: Qing Chen, Roman Furrer, Loghman Jamilpanah, Andrei Chumakov, Yusuf Bulut, Constantin Harder, Peter Müller-Buschbaum, Stephan V. Roth, Artur Braun
Publicado en: ACS Nano, Edición 19, 2025, Página(s) 6165-6179, ISSN 1936-0851
Editor: American Chemical Society
DOI: 10.1021/acsnano.4c14311

A grapeful discovery: Reservoir computing with wine beads

Autores: Raphael Fortulan, Noushin Raeisi Kheirabadi, Alessandro Chiolerio, Andrew Adamatzky
Publicado en: PNAS Nexus, Edición 4, 2025, ISSN 2752-6542
Editor: Oxford University Press (OUP)
DOI: 10.1093/pnasnexus/pgaf335

Visible light: shaping chemical intelligence in proteinoid–ZnO interfaces

Autores: Panagiotis Mougkogiannis, Noushin Raeisi Kheirabadi, Andrew Adamatzky
Publicado en: New Journal of Chemistry, Edición 48, 2024, Página(s) 17650-17669, ISSN 1144-0546
Editor: Royal Society of Chemistry
DOI: 10.1039/d4nj03803g

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

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

CAUIM: Amazonian Cassava‐Based Programmable Biocolloid

Autores: Raphael Fortulan, Noushin Raeisi Kheirabadi, Clay Palmeira, Davin Browner, Alessandro Chiolerio, Andrew Adamatzky
Publicado en: Advanced Intelligent Systems, Edición 8, 2026, ISSN 2640-4567
Editor: Wiley
DOI: 10.1002/aisy.202501057

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

Autores: Matteo Bevione, Gopal Narmada Naidu, Giulia Tagliabue
Publicado en: Materials Horizons, Edición 12, 2025, Página(s) 7594-7605, ISSN 2051-6347
Editor: Royal Society of Chemistry (RSC)
DOI: 10.1039/d5mh00771b

Observation of phase correlations in ferrofluids

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

Liquid ferrofluid synapses for spike-based neuromorphic learning

Autores: Charanraj Mohan, Marco Crepaldi, Diego Torazza, Andrew Adamatzky, Gisya Abdi, Aleksandra Szkudlarek, Alessandro Chiolerio
Publicado en: Materials Horizons, Edición 12, 2025, Página(s) 4193-4207, ISSN 2051-6347
Editor: Royal Society of Chemistry (RSC)
DOI: 10.1039/d4mh01592d

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

Autores: Adriana Nunes dos Santos, Rodrigo J. de Oliveira, Alessandro Chiolerio
Publicado en: ACS Omega, Edición 10, 2025, Página(s) 47748-47760, ISSN 2470-1343
Editor: American Chemical Society (ACS)
DOI: 10.1021/acsomega.5c03274

Sustainable reservoir computing with liquid egg albumen

Autores: Raphael Fortulan, Noushin Raeisi Kheirabadi, Davin Browner, Alessandro Chiolerio, Andrew Adamatzky
Publicado en: Journal of Materials Chemistry C, Edición 13, 2025, Página(s) 7411-7419, ISSN 2050-7534
Editor: Royal Society of Chemistry
DOI: 10.1039/d4tc05233a

Restructurable materials for soft actuators

Autores: Qing Chen
Publicado en: Journal of Materials Research, 2024, ISSN 0884-2914
Editor: Materials Research Society
DOI: 10.1557/s43578-024-01423-4

Pavlovian reflex in colloids

Autores: Raeisi Kheirabadi, Noushin; Chiolerio, Alessandro; Adamatzky, Andy
Publicado en: BioNanoScience, Edición 3, 2024, ISSN 2191-1649
Editor: Springer Science+Business Media
DOI: 10.1007/s12668-023-01287-8

On fault-tolerant Boolean functions in proteinoids–ZnO colloids

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

Neuromorphic Liquids, Colloids, and Gels: A Review

Autores: Noushin Raeisi Kheirabadi, Alessandro Chiolerio, Konrad Szaciłowski, and Andrew Adamatzky
Publicado en: ChemPhysChem, 2023, Página(s) 1-17, ISSN 1439-7641
Editor: Wiley-VCH GmbH
DOI: 10.1002/cphc.202200390

Thermal colloid programming

Autores: Raphael Fortulan, Noushin Raeisi Kheirabadi, Alessandro Chiolerio, Andrew Adamatzky
Publicado en: Scientific Reports, Edición 15, 2025, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-025-97484-4

Proposing magnetoimpedance effect for neuromorphic computing

Autores: Loghman Jamilpanah, Alessandro Chiolerio, Marco Crepaldi, Andrew Adamatzky, Majid Mohseni
Publicado en: Scientific Reports, 2023, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.21203/rs.3.rs-2481120/v1

Tracing Innovation Pathways

Autores: Luigi Assom, Aron Larsson, Alessandro Chiolerio
Publicado en: Inventions, Edición 11, 2026, Página(s) 19, ISSN 2411-5134
Editor: MDPI AG
DOI: 10.3390/inventions11010019

Achieving liquid processors by colloidal suspensions for reservoir computing

Autores: Raphael Fortulan, Noushin Raeisi Kheirabadi, Alessandro Chiolerio, Andrew Adamatzky
Publicado en: Communications Materials, Edición 5, 2024, ISSN 2662-4443
Editor: Springer Nature Limited
DOI: 10.1038/s43246-024-00653-7

Reconfigurable Soft Actuators Constructed via Layer‐by‐layer Assembly

Autores: 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
Publicado en: Advanced Materials Interfaces, Edición 12, 2025, ISSN 2196-7350
Editor: Wiley
DOI: 10.1002/admi.202500269

Conference proceedings (2)

Implementing Logic Operations in Gold Nanoparticles Colloidal Suspensions

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

Colloid intelligence

Autores: Alessandro Chiolerio
Publicado en: Bioinspiration, Biomimetics, and Bioreplication XIV, 2024, Página(s) 1
Editor: SPIE
DOI: 10.1117/12.3013018

Book chapters (1)

Post-Apocalyptic Computing

Autores: Andrew Adamatzky
Publicado en: WSPC Book Series in Unconventional Computing, 2025
Editor: WORLD SCIENTIFIC
DOI: 10.1142/13960