Two-Dimensional Oscillatory Neural Networks for Energy Efficient Neuromorphic Computing
Project information
NeurONN
Grant agreement ID: 871501
Status
Ongoing project
-
Start date
1 January 2020
-
End date
31 December 2022
Funded under:
H2020-EU.2.1.1.
-
Overall budget:
€ 4 232 737,50
-
EU contribution
€ 4 232 737,50
Project description
Energy-efficient bio-inspired devices accelerate route to brain-like computing
Neuro-inspired computing employs technologies that enable brain-inspired computing hardware for more efficient and adaptive intelligent systems. Mimicking the human brain and nervous system, these computing architectures are excellent candidates for solving complex and large-scale associative learning problems. The EU-funded NeurONN project will showcase a novel and alternative neuromorphic computing paradigm based on energy-efficient devices and architectures. In the proposed neuro-inspired computing architecture, information will be encoded in the phase of coupled oscillating neurons or oscillatory neural networks. The VO2 metal-insulator transition devices will emulate biological neurons and are expected to be 250 times more efficient that state-of-the-art digital CMOS-based oscillators. Their 2D memristors that will emulate synapses are expected to be 330 times more efficient than the state-of-the-art.
Field of Science
/natural sciences/computer and information sciences/artificial intelligence/computational intelligence
/engineering and technology/environmental engineering/energy and fuels/renewable energy
/engineering and technology/environmental engineering/waste management/energy efficiency
Funding Scheme
RIA - Research and Innovation action
Coordinator
CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS
Address
Rue Michel Ange 3
75794 Paris
France
Activity type
Research Organisations
EU Contribution
€ 1 064 800
Participants (5)
IBM RESEARCH GMBH
Switzerland
EU Contribution
€ 763 687,50
FRAUNHOFER GESELLSCHAFT ZUR FOERDERUNG DER ANGEWANDTEN FORSCHUNG E.V.
Germany
EU Contribution
€ 1 119 975
AGENCIA ESTATAL CONSEJO SUPERIOR DEINVESTIGACIONES CIENTIFICAS
Spain
EU Contribution
€ 589 440
A I MERGENCE
France
EU Contribution
€ 402 085
SILVACO EUROPE LTD
United Kingdom
EU Contribution
€ 292 750
Project information
NeurONN
Grant agreement ID: 871501
Status
Ongoing project
-
Start date
1 January 2020
-
End date
31 December 2022
Funded under:
H2020-EU.2.1.1.
-
Overall budget:
€ 4 232 737,50
-
EU contribution
€ 4 232 737,50
Project information
NeurONN
Grant agreement ID: 871501
Status
Ongoing project
-
Start date
1 January 2020
-
End date
31 December 2022
Funded under:
H2020-EU.2.1.1.
-
Overall budget:
€ 4 232 737,50
-
EU contribution
€ 4 232 737,50
Project information
NeurONN
Grant agreement ID: 871501
Status
Ongoing project
-
Start date
1 January 2020
-
End date
31 December 2022
Funded under:
H2020-EU.2.1.1.
-
Overall budget:
€ 4 232 737,50
-
EU contribution
€ 4 232 737,50
Project information
NeurONN
Grant agreement ID: 871501
Status
Ongoing project
-
Start date
1 January 2020
-
End date
31 December 2022
Funded under:
H2020-EU.2.1.1.
-
Overall budget:
€ 4 232 737,50
-
EU contribution
€ 4 232 737,50
Deliverables
Deliverables not available
Publications
Publications not available
Project information
NeurONN
Grant agreement ID: 871501
Status
Ongoing project
-
Start date
1 January 2020
-
End date
31 December 2022
Funded under:
H2020-EU.2.1.1.
-
Overall budget:
€ 4 232 737,50
-
EU contribution
€ 4 232 737,50
Project information
NeurONN
Grant agreement ID: 871501
Status
Ongoing project
-
Start date
1 January 2020
-
End date
31 December 2022
Funded under:
H2020-EU.2.1.1.
-
Overall budget:
€ 4 232 737,50
-
EU contribution
€ 4 232 737,50
Project information
NeurONN
Grant agreement ID: 871501
Status
Ongoing project
-
Start date
1 January 2020
-
End date
31 December 2022
Funded under:
H2020-EU.2.1.1.
-
Overall budget:
€ 4 232 737,50
-
EU contribution
€ 4 232 737,50
