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Technology and hardware for neuromorphic computing

Project description

New ways to integrate emerging memories to enable neuromorphic computing systems

Artificial intelligence (AI) and machine learning are used today for computing all kinds of data, making predictions and solving problems. These are processes based increasingly on deep neuronal network (DNN) models. As the volume of produced data slow down machines and consume greater amounts of energy, there is a new generation of neural units. The spiking neural networks (SNNs) incorporate biologically-feasible spiking neurons with their temporal dynamics. The EU-funded TEMPO project will leverage emerging memory technology to design new innovative technological solutions that make data integration simpler and easier via new neuronal DNN and SNN computing engines. Reduced core computational operational systems’ neuromorphic algorithms will serve as demonstrators.

Field of science

  • /natural sciences/computer and information sciences/artificial intelligence/computational intelligence
  • /engineering and technology/environmental engineering/waste management/energy efficiency
  • /natural sciences/computer and information sciences/artificial intelligence/machine learning

Call for proposal

H2020-ECSEL-2018-2-RIA-two-stage-1
See other projects for this call

Funding Scheme

ECSEL-RIA - ECSEL Research and Innovation Action

Coordinator

INTERUNIVERSITAIR MICRO-ELECTRONICA CENTRUM
Address
Kapeldreef 75
3001 Leuven
Belgium
Activity type
Research Organisations
EU contribution
€ 2 224 640,69

Participants (18)

COMMISSARIAT A L ENERGIE ATOMIQUE ET AUX ENERGIES ALTERNATIVES
France
EU contribution
€ 2 225 037,68
Address
Rue Leblanc 25
75015 Paris 15
Activity type
Research Organisations
FRAUNHOFER GESELLSCHAFT ZUR FOERDERUNG DER ANGEWANDTEN FORSCHUNG E.V.
Germany
EU contribution
€ 2 224 317,38
Address
Hansastrasse 27C
80686 Munchen
Activity type
Research Organisations
STICHTING IMEC NEDERLAND
Netherlands
EU contribution
€ 302 750
Address
High Tech Campus 31
5656 AE Eindhoven
Activity type
Research Organisations
VALEO COMFORT AND DRIVING ASSISTANCE
France
EU contribution
€ 110 198
Address
76 Rue Auguste Perret Zi Europarc
94046 Creteil
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
STMICROELECTRONICS CROLLES 2 SAS
France
EU contribution
€ 61 846,56
Address
Rue Jean Monnet 850
38920 Crolles
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
THALES ALENIA SPACE FRANCE SAS
France
EU contribution
€ 20 754,69
Address
Avenue Jean Francois Champollion 26
31100 Toulouse
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
PHILIPS ELECTRONICS NEDERLAND BV
Netherlands
EU contribution
€ 280 000
Address
High Tech Campus 52
5656 AG Eindhoven
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
STMICROELECTRONICS GRENOBLE 2 SAS
France
EU contribution
€ 81 628,13
Address
Rue Jules Horowitz 12
38000 Grenoble
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
ATO-gear BV
Netherlands
EU contribution
€ 135 000
Address
Torenallee 3
5617BA Eindhoven
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
TECHNISCHE UNIVERSITAET DRESDEN
Germany
EU contribution
€ 117 991,13
Address
Helmholtzstrasse 10
01069 Dresden
Activity type
Higher or Secondary Education Establishments
ROBERT BOSCH GMBH
Germany
EU contribution
€ 590 000
Address
Robert-bosch-platz 1
70839 Gerlingen-schillerhoehe
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
INFINEON TECHNOLOGIES AG
Germany
EU contribution
€ 1 269 150,94
Address
Am Campeon 1-15
85579 Neubiberg
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
INNOSENT GMBH
Germany
EU contribution
€ 115 000
Address
Am Roedertor 30
97499 Donnersdorf
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
UNIVERSITAT ZURICH
Switzerland
EU contribution
€ 134 868,56
Address
Ramistrasse 71
8006 Zurich
Activity type
Higher or Secondary Education Establishments
VALEO SCHALTER UND SENSOREN GMBH
Germany
EU contribution
€ 104 372,73
Address
Laiernstrasse 12
74321 Bietigheim Bissingen
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
AICTX AG
Switzerland
EU contribution
€ 80 000
Address
Thurgauerstrasse 40
8056 Zurich
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
PHILIPS MEDICAL SYSTEMS NEDERLAND BV
Netherlands
EU contribution
€ 280 000
Address
Veenpluis 6
5684 PC Best
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
VIDEANTIS GMBH
Germany
EU contribution
€ 89 000
Address
Rotermundstr. 11
30165 Hannover
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)