Project description DEENESFRITPL Creating chemical computers which mimic our brains The most efficient computer in the world is chemical – the human brain. The EU-funded CORENET project seeks to mimic the brain’s processing power by making computers that use molecular information processing systems. To do this, researchers will create chemical reaction networks on microfluidic chips. These networks can convert input molecules into a pattern of product molecules based on different environmental conditions. The pattern is then monitored by a combination of mass spectrometry analysis, algorithmic cheminformatics and artificial intelligence tools. The goal is to enable future applications such as implantable devices, brain–machine interfaces and personalised medicine. Show the project objective Hide the project objective Objective The brain is the world’s most amazing computer and it runs entirely on chemical reactions. The vision of CORENET is to construct brain-mimicking computing devices that utilise networks of chemical reactions as molecular information processing systems. To achieve this vision, we will implement reservoir computing (RC) on microfluidic chips using chemical reaction networks (CRNs) that convert input feedstock molecules and environmental conditions into a pattern of product molecules. This pattern can be monitored on a chip using a combination of high-throughput mass spectrometry analysis, algorithmic cheminformatics and AI tools. CORENET will generate a breakthrough in highly scalable and functional chemical RC by integrating our partners’ new knowledge and state-of-the-art methodologies in systems and analytical chemistry, microfluidics, cheminformatics and machine learning. CORENET will produce microfluidic chip devices that perform high-level computing with molecules, synthesising and analysing a pattern of output molecules in situ. This molecule-based computing power enables truly sustainable AI and speaks the language of living systems, which constantly process information about their molecular environment. Future applications of our chemical RC system lie in implantable devices, brain-machine interfaces and personalised medicine. CORENET brings together 4 leading scientists with complimentary expertise that covers all fundamental aspects of this project. Their expertise is combined with the world-class knowledge in AI/ML modelling of a high-tech global industry partner with unique research and computing infrastructure, while an SME specialised in the communication and dissemination of results will ensure maximised impact. Our highly interdisciplinary team will generate new scientific knowledge and breakthrough technologies to achieve essential priorities for Europe`s future and its support to the UN Sustainable Development Goals. Fields of science natural sciencesphysical sciencesclassical mechanicsfluid mechanicsmicrofluidicsmedical and health scienceshealth sciencespersonalized medicinenatural scienceschemical sciencesanalytical chemistrymass spectrometrynatural sciencescomputer and information sciencesartificial intelligencemachine learningnatural sciencescomputer and information sciencesdata sciencedata processing Keywords Systems chemistry reaction networks microfluidics cheminformatics artificial intelligence chemical computing Programme(s) HORIZON.3.1 - The European Innovation Council (EIC) Main Programme HORIZON.3.1.1 - The Pathfinder for Advanced Research Topic(s) HORIZON-EIC-2021-PATHFINDEROPEN-01-01 - EIC Pathfinder Open 2021 Call for proposal HORIZON-EIC-2021-PATHFINDEROPEN-01 See other projects for this call Funding Scheme HORIZON-EIC - HORIZON EIC Grants Coordinator UNIVERSIDAD AUTONOMA DE MADRID Net EU contribution € 594 625,00 Address CALLE EINSTEIN 3 CIUDAD UNIV CANTOBLANCO RECTORADO 28049 Madrid Spain See on map Region Comunidad de Madrid Comunidad de Madrid Madrid Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Total cost € 594 625,00 Participants (3) Sort alphabetically Sort by Net EU contribution Expand all Collapse all STICHTING RADBOUD UNIVERSITEIT Netherlands Net EU contribution € 587 500,00 Address HOUTLAAN 4 6525 XZ Nijmegen See on map Region Oost-Nederland Gelderland Arnhem/Nijmegen Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Total cost € 587 500,00 AGENCIA ESTATAL CONSEJO SUPERIOR DE INVESTIGACIONES CIENTIFICAS Spain Net EU contribution € 375 625,00 Address CALLE SERRANO 117 28006 Madrid See on map Region Comunidad de Madrid Comunidad de Madrid Madrid Activity type Research Organisations Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Total cost € 375 625,00 SYDDANSK UNIVERSITET Denmark Net EU contribution € 489 375,00 Address CAMPUSVEJ 55 5230 Odense M See on map Region Danmark Syddanmark Fyn Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Total cost € 489 375,00 Partners (2) Sort alphabetically Sort by Net EU contribution Expand all Collapse all IBM RESEARCH GMBH Switzerland Net EU contribution € 0,00 Address SAEUMERSTRASSE 4 8803 Rueschlikon See on map Region Schweiz/Suisse/Svizzera Zürich Zürich Activity type Private for-profit entities (excluding Higher or Secondary Education Establishments) Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Total cost No data ACCELOPMENT SCHWEIZ AG Switzerland Net EU contribution € 0,00 Address SEEFELDSTRASSE 198 8008 ZURICH See on map SME The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed. Yes Region Schweiz/Suisse/Svizzera Zürich Zürich Activity type Private for-profit entities (excluding Higher or Secondary Education Establishments) Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Total cost No data