Project description DEENESFRITPL Spinning towards a brain-like computer more powerful than any to date Throughout history, humankind has devoted significant effort to developing machines and tools that can mimic human functions, either relieving people of some of their hard work or surpassing their ability to do it in time or scale. One of the great frontiers is the development of computers that can mimic the human brain in things such as computational power, learning and energy efficiency. The term 'neuromorphic computing' was coined more than 30 years ago, and neuromorphic devices are an attempt to mimic aspects of the brain's architecture and dynamics to achieve these goals. The EU-funded SpinAge project is developing a novel neuromorphic computing system harnessing cutting-edge technologies that could enable an improvement in performance over current systems by at least 4 orders of magnitude, bringing us closer than we have ever been to mimicking the brain with a computer. Show the project objective Hide the project objective Objective The brain is a highly complex, high performance and low energy computing system due to its massive parallelism and intertwined network, which outperforms the current computers by orders of magnitudes, especially for cognitive computing applications. A large effort has been made into understanding the computing and mimicking the brain into an artificial implementation, so-called neuromorphic computing that has received much attention thanks to the advances in novel nanoscale technologies. The current implementation of the neuromorphic computing systems (NCS) using Complementary Metal-Oxide-Semiconductor (CMOS) technologies has 5-6 orders of magnitude lower performance (operation/sec/Watt/cm3) compared to the brain. Spintronic devices, using the spin of the electron instead of its charge, have been considered one of the most promising approaches for implementing not only memories but also NCSs leading to a high density, high speed, and energy-efficiency. The main goal of SpinAge is to realize a novel NCS enabling large-scale development of brain-inspired devices outclassing the performance of current computing machines. This will be achieved by the novel structures using spintronics and memristors, on-chip laser technology, nano electronics and finally advanced integration of all these technologies. We expect this unprecedented combination of emerging technologies will lead to at least 4-5 orders of magnitude better performance than the state-of-the-art CMOS-based NCSs. The approach taken in SpinAge is to implement synaptic neurons using novel nanoscale weighted spin-based nano-oscillators, assisted by a low-energy laser pulse irradiation from an integrated plasmonic laser chip, integrated all with the CMOS interfacing electronics for a proof-of-concept of a 16x16 NCS for cognitive computing applications. Our breakthrough platform technology will demonstrate EU leadership of advanced neuromorphic computing. Fields of science natural sciencesphysical scienceselectromagnetism and electronicsspintronicsnatural sciencesphysical sciencesopticslaser physics Keywords SpinAge Programme(s) H2020-EU.1.2. - EXCELLENT SCIENCE - Future and Emerging Technologies (FET) Main Programme H2020-EU.1.2.1. - FET Open Topic(s) FETOPEN-01-2018-2019-2020 - FET-Open Challenging Current Thinking Call for proposal H2020-FETOPEN-2018-2020 See other projects for this call Sub call H2020-FETOPEN-2018-2019-2020-01 Funding Scheme RIA - Research and Innovation action Coordinator AARHUS UNIVERSITET Net EU contribution € 1 122 648,75 Address NORDRE RINGGADE 1 8000 Aarhus C Denmark See on map Region Danmark Midtjylland Østjylland 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 € 1 122 648,75 Participants (6) Sort alphabetically Sort by Net EU contribution Expand all Collapse all AGENCIA ESTATAL CONSEJO SUPERIOR DE INVESTIGACIONES CIENTIFICAS Spain Net EU contribution € 434 105,00 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 € 434 105,00 NANOSC AB Sweden Net EU contribution € 722 100,00 Address ELECTRUM 205 16440 Kista 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 Östra Sverige Stockholm Stockholms län Activity type Private for-profit entities (excluding Higher or Secondary Education Establishments) Links Contact the organisation Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Total cost € 722 100,00 POLITECNICO DI MILANO Italy Net EU contribution € 535 738,75 Address PIAZZA LEONARDO DA VINCI 32 20133 Milano See on map Region Nord-Ovest Lombardia Milano 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 € 535 738,75 INTERNATIONAL IBERIAN NANOTECHNOLOGY LABORATORY Portugal Net EU contribution € 756 633,75 Address AVENIDA MESTRE JOSE VEIGA 4715-330 Braga See on map Region Continente Norte Cávado 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 € 756 633,75 UNIVERSITY COLLEGE CORK - NATIONAL UNIVERSITY OF IRELAND, CORK Ireland Net EU contribution € 413 615,00 Address WESTERN ROAD T12 YN60 Cork See on map Region Ireland Southern South-East 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 € 413 615,00 UNIVERSITAET GREIFSWALD Germany Net EU contribution € 397 277,50 Address DOMSTRASSE 11 17489 Greifswald See on map Region Mecklenburg-Vorpommern Mecklenburg-Vorpommern Vorpommern-Greifswald 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 € 397 277,50