Ultra-Low Power Event-Based Camera

Deliverables

Documents, reports (7)

List of interesting applications

First ULPEC dissemination and public engagement strategy paper

ULPEC dissemination and public engagement strategy paper

Report on a final, open, online information session on ULPEC and new AI technologies towards the general public

Report on a final open online information session on ULPEC and new AI technologiestowards the general public

Project management guidelines

Policy briefs and strategy papers with recommendations for policy making

Reporting report n°1

Reporting reporting (M18)

"Stakeholder engagement events and results’ evaluation report #1"

Stakeholder engagement events and results evaluation report 1

Websites, patent fillings, videos etc. (2)

Knowledge and data repository provided to the European SSI community and relevant stakeholder groups

Project online presence

Publications

Peer reviewed articles (6)

EqSpike: Spike-driven equilibrium propagation for neuromorphic implementations

Author(s): Erwann Martin, Maxence Ernoult, Jérémie Laydevant, Shuai Li, Damien Querlioz, Teodora Petrisor, Julie Grollier
Published in: iScience, 24/3, 2021, Page(s) 102222, ISSN 2589-0042
Publisher: Elsevier
DOI: 10.1016/j.isci.2021.102222

Real-time switching dynamics of ferroelectric tunnel junctions under single-shot voltage pulses

Author(s): S. Boyn, A. Chanthbouala, S. Girod, C. Carrétéro, A. Barthélémy, M. Bibes, J. Grollier, S. Fusil, V. Garcia
Published in: Applied Physics Letters, 113/23, 2018, Page(s) 232902, ISSN 0003-6951
Publisher: American Institute of Physics
DOI: 10.1063/1.5054747

Towards Oxide Electronics: a Roadmap

Author(s): M. Coll, J. Fontcuberta, M. Althammer, M. Bibes, H. Boschker, A. Calleja, G. Cheng, M. Cuoco, R. Dittmann, B. Dkhil, I. El Baggari, M. Fanciulli, I. Fina, E. Fortunato, C. Frontera, S. Fujita, V. Garcia, S.T.B. Goennenwein, C.-G. Granqvist, J. Grollier, R. Gross, A. Hagfeldt, G. Herranz, K. Hono, E. Houwman, M. Huijben, A. Kalaboukhov, D.J. Keeble, G. Koster, L.F. Kourkoutis, J. Levy, M. Lira-Cant
Published in: Applied Surface Science, 482, 2019, Page(s) 1-93, ISSN 0169-4332
Publisher: Elsevier BV
DOI: 10.1016/j.apsusc.2019.03.312

Learning through ferroelectric domain dynamics in solid-state synapses

Author(s): Sören Boyn, Julie Grollier, Gwendal Lecerf, Bin Xu, Nicolas Locatelli, Stéphane Fusil, Stéphanie Girod, Cécile Carrétéro, Karin Garcia, Stéphane Xavier, Jean Tomas, Laurent Bellaiche, Manuel Bibes, Agnès Barthélémy, Sylvain Saïghi, Vincent Garcia
Published in: Nature Communications, 8, 2017, Page(s) 14736, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/ncomms14736

Deep Learning With Spiking Neurons: Opportunities and Challenges

Author(s): Michael Pfeiffer, Thomas Pfeil
Published in: Frontiers in Neuroscience, 12, 2018, ISSN 1662-453X
Publisher: Frontiers Media SA
DOI: 10.3389/fnins.2018.00774

Efficient Processing of Spatio-Temporal Data Streams With Spiking Neural Networks

Author(s): Alexander Kugele, Thomas Pfeil, Michael Pfeiffer, Elisabetta Chicca
Published in: Frontiers in Neuroscience, 14, 2020, ISSN 1662-453X
Publisher: Frontiers
DOI: 10.3389/fnins.2020.00439

Conference proceedings (3)

Hybrid SNN-ANN: Energy-Efficient Classification and Object Detection for Event-Based Vision

Author(s): Alexander Kugele, Thomas Pfeil, Michael Pfeiffer, Elisabetta Chicca
Published in: German Conference on Pattern Recognition, 2021, 2021
Publisher: Springer

HATS: Histograms of Averaged Time Surfaces for Robust Event-Based Object Classification

Author(s): Amos Sironi, Manuele Brambilla, Nicolas Bourdis, Xavier Lagorce, Ryad Benosman
Published in: 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2018, Page(s) 1731-1740, ISBN 978-1-5386-6420-9
Publisher: IEEE
DOI: 10.1109/CVPR.2018.00186

Verilog-A model of ferroelectric memristors dedicated to neuromorphic design

Author(s): Charly Meyer, Andre Chanthbouala, Soren Boyn, Jean Tomas, Vincent Garcia, Manuel Bibes, Stephane Fusil, Julie Grollier, Sylvain Saighi
Published in: 2018 25th IEEE International Conference on Electronics, Circuits and Systems (ICECS), 2018, Page(s) 557-560, ISBN 978-1-5386-9562-3
Publisher: IEEE
DOI: 10.1109/ICECS.2018.8618054

Non-peer reviewed articles (1)

ULPEC,Ultra-Low Power Event-Based Camera, H2020

Author(s): Luce Chiodelli, Sylvain Saighi
Published in: Impact, 2018/9, 2018, Page(s) 79-81, ISSN 2398-7073
Publisher: Science Impact Ltd
DOI: 10.21820/23987073.2018.9.79

Other (1)

Brain-inspired Computing – Introduction to the Special Theme

Author(s): Robert Haas, Michael Pfeiffer
Published in: ERCIM News, 125, 2021
Publisher: ERCIM