Project description DEENESFRITPL Atomic spins could energise the ICT and computing industries Nearly half a century ago, Intel co-founder Gordon Moore predicted that the number of transistors on a chip would double every two years, dramatically increasing computing power while decreasing cost. His prediction held true for decades, but it has been in gradual decline, in large part due to the energy and heat issues associated with packing so many transistors into increasingly small spaces. The EU-funded SPINAPSE project is following nature's lead, drawing insight from the brain's unbelievably low energy consumption despite the amazingly high speed and power of its "calculations." The team is developing novel brain-inspired hardware based on atomic spins for pioneering ICT computational paradigms. Show the project objective Hide the project objective Objective The growing trend in global electricity consumption has created a new challenge for materials-based science: to find computational paradigms toward ICT that are not only smaller and faster, but also energy-efficient. A new source of inspiration is the human brain, which consumes a mere 20 W of energy, while a supercomputer consumes about 10 MW. The emerging field of brain-inspired hardware aims at utilizing physical phenomena in high-quality materials toward pattern recognition and energy- efficient ICT. The goal of this project is to adapt the principles of magnetism toward brain-inspired hardware, utilizing individual and coupled atomic spins. The ultimate aim of SPINAPSE is to probe the feasibility and create proof-of-concept systems, which demonstrate computational principles such as pattern recognition. I define three objectives, which address understanding magnetism in the three most prominent neural models: (1) Hopfield model, (2) Perceptron, (3) Reservoir computing. The strategy is to utilize the so-called spin workbench, based on low-temperature scanning tunneling microscopy, as a platform to create tailored spin arrays with atomic-scale control. This method combines single atom magnetic imaging and atom-scale fabrication, enabling the control of the magnetic interactions and dynamics between ensembles of atoms, atom by atom. We will construct bottom-up magnetic nanostructures to implement all-spin and atomic-scale based neural hardware. We will deliver a new state of the art in magnetic imaging, including (a) developing the spin workbench with a newly built 30 mK magnetic STM facility, defining a new state of the art in magnetic imaging worldwide, and (b) time-resolved imaging to probe the magnetization dynamics of stochastic spin arrays at milliKelvin temperatures. The outcome of SPINAPSE will deliver a new state of the art, new fundamental understandings, and create proof-of-concept technologies for atomic-scale brain-inspired hardware. Fields of science natural sciencescomputer and information sciencesartificial intelligencepattern recognitionengineering and technologyelectrical engineering, electronic engineering, information engineeringelectronic engineeringcomputer hardwaresupercomputersnatural sciencesphysical sciencesopticsmicroscopyscanning tunneling microscopy Programme(s) H2020-EU.1.1. - EXCELLENT SCIENCE - European Research Council (ERC) Main Programme Topic(s) ERC-2018-COG - ERC Consolidator Grant Call for proposal ERC-2018-COG See other projects for this call Funding Scheme ERC-COG - Consolidator Grant Host institution STICHTING RADBOUD UNIVERSITEIT Net EU contribution € 2 357 390,00 Address HOUTLAAN 4 6525 XZ Nijmegen Netherlands 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 € 2 357 390,00 Beneficiaries (1) Sort alphabetically Sort by Net EU contribution Expand all Collapse all STICHTING RADBOUD UNIVERSITEIT Netherlands Net EU contribution € 2 357 390,00 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 € 2 357 390,00